From 2dc624441c128d92a72a8c5c653a1d23899f8508 Mon Sep 17 00:00:00 2001
From: Lanka Naga Sai Deep <cb.en.p2aid19019@cb.students.amrita.edu>
Date: Thu, 2 Jul 2020 11:15:01 +0530
Subject: [PATCH] Add new file

---
 Identify the dance form.ipynb | 8456 +++++++++++++++++++++++++++++++++
 1 file changed, 8456 insertions(+)
 create mode 100644 Identify the dance form.ipynb

diff --git a/Identify the dance form.ipynb b/Identify the dance form.ipynb
new file mode 100644
index 0000000..fdfa29a
--- /dev/null
+++ b/Identify the dance form.ipynb	
@@ -0,0 +1,8456 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "kSKC5SVaDKtb"
+   },
+   "outputs": [],
+   "source": [
+    "import torch\n",
+    "import torch.nn as nn\n",
+    "import torch.nn.functional as F\n",
+    "import torch.optim as optim\n",
+    "import torchvision\n",
+    "from torchvision import datasets, transforms\n",
+    "from torch.utils.data import DataLoader"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "9nnWWabPDKtf"
+   },
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "from matplotlib import colors\n",
+    "from IPython import display\n",
+    "import os\n",
+    "from PIL import Image,ImageOps\n",
+    "from torch.utils.data.dataset import Dataset\n",
+    "from scipy.misc import imread"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "4JAJEC4GDKtj"
+   },
+   "outputs": [],
+   "source": [
+    "%matplotlib inline"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "train_csv = pd.read_csv(\"C:/Users/LNS/Desktop/hacker earth/dataset/train.csv\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import shutil\n",
+    "for i,j in zip(train_csv.Image,train_csv.target):\n",
+    "#     print(i,DicttoClass[j])\n",
+    "    shutil.move(\"C:/Users/LNS/Desktop/hacker earth/dataset/train/\"+i, \"C:/Users/LNS/Desktop/hacker earth/dataset/train/\"+str(DicttoClass[j])+\"/\"+i)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "DicttoClass = {}\n",
+    "ClasstoDict = {}\n",
+    "count = 0\n",
+    "for i in set(train_csv.target.to_list()):\n",
+    "    DicttoClass[i]=count\n",
+    "    ClasstoDict[count] = i\n",
+    "    count+=1"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'bharatanatyam': 0,\n",
+       " 'manipuri': 1,\n",
+       " 'kuchipudi': 2,\n",
+       " 'odissi': 3,\n",
+       " 'sattriya': 4,\n",
+       " 'kathak': 5,\n",
+       " 'mohiniyattam': 6,\n",
+       " 'kathakali': 7}"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "DicttoClass"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{0: 'bharatanatyam',\n",
+       " 1: 'manipuri',\n",
+       " 2: 'kuchipudi',\n",
+       " 3: 'odissi',\n",
+       " 4: 'sattriya',\n",
+       " 5: 'kathak',\n",
+       " 6: 'mohiniyattam',\n",
+       " 7: 'kathakali'}"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "ClasstoDict"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<PIL.Image.Image image mode=RGB size=262x192 at 0x180DD8BD388>"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "image = Image.open(\"C:/Users/LNS/Desktop/hacker earth/dataset/train/0/444.jpg\").convert('RGB')\n",
+    "image"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "image = image.resize((64,64))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<PIL.Image.Image image mode=L size=64x64 at 0x180DD976AC8>"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "ImageOps.grayscale(image)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "image = np.asarray(ImageOps.grayscale(image)).T"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(64, 64)"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "image.shape"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "class data_loader(Dataset):\n",
+    "    def __init__(self, root):\n",
+    "        Images, Y = [], []\n",
+    "        folders = os.listdir(root)\n",
+    "        folders = folders[0:]\n",
+    "\n",
+    "        for folder in folders:\n",
+    "            folder_path = os.path.join(root, folder)\n",
+    "            print(folder_path)\n",
+    "            for ims in os.listdir(folder_path):\n",
+    "                img_path = os.path.join(folder_path, ims)\n",
+    "                rgbv = Image.open(img_path).convert('RGB')\n",
+    "                rgbv = rgbv.resize((64,64))\n",
+    "                gray = ImageOps.grayscale(rgbv)\n",
+    "                Images.append(np.asarray(gray).T)\n",
+    "                Y.append(int(folder))  # Folders are A-J so labels will be 0-9\n",
+    "                data = [(x, y) for x, y in zip(Images, Y)]\n",
+    "                self.data = data\n",
+    "        print(len(Images),len(Y))\n",
+    "    def __len__(self):\n",
+    "        return len(self.data)\n",
+    "    def __getitem__(self, index):\n",
+    "        img = self.data[index][0]\n",
+    "\n",
+    "    # 8 bit images. Scale between 0, 1\n",
+    "        img = img.reshape(1,64,64) / 255\n",
+    "\n",
+    "    # Input for Conv2D should be Channels x Height x Width\n",
+    "        img_tensor = transforms.ToTensor()(img).view(1, 64, 64).float()\n",
+    "        label = self.data[index][1]\n",
+    "        return (img_tensor, label)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "C:/Users/LNS/Desktop/hacker earth/dataset/train/0\n",
+      "C:/Users/LNS/Desktop/hacker earth/dataset/train/1\n",
+      "C:/Users/LNS/Desktop/hacker earth/dataset/train/2\n",
+      "C:/Users/LNS/Desktop/hacker earth/dataset/train/3\n",
+      "C:/Users/LNS/Desktop/hacker earth/dataset/train/4\n",
+      "C:/Users/LNS/Desktop/hacker earth/dataset/train/5\n",
+      "C:/Users/LNS/Desktop/hacker earth/dataset/train/6\n",
+      "C:/Users/LNS/Desktop/hacker earth/dataset/train/7\n",
+      "364 364\n"
+     ]
+    }
+   ],
+   "source": [
+    "train_dataset = data_loader(\"C:/Users/LNS/Desktop/hacker earth/dataset/train/\")\n",
+    "train_loader = DataLoader(train_dataset, batch_size=128, shuffle=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "9kYuxPf-DKtl"
+   },
+   "outputs": [],
+   "source": [
+    "class NN(nn.Module):\n",
+    "    \n",
+    "    def __init__(self, input_size, hidden_size, output_size):\n",
+    "        super(NN, self).__init__()\n",
+    "        self.fc1 = nn.Linear(input_size, hidden_size)\n",
+    "        self.out = nn.Linear(hidden_size, output_size)\n",
+    "        \n",
+    "    def forward(self, x):\n",
+    "        output = self.fc1(x)\n",
+    "        output = F.relu(output)\n",
+    "        output = self.out(output)\n",
+    "        return output"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "LRj9L274DKtq"
+   },
+   "outputs": [],
+   "source": [
+    "net = NN(64*64, 1024, 8)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "iqwMEBW2DKts"
+   },
+   "outputs": [],
+   "source": [
+    "import pyro\n",
+    "from pyro.distributions import Normal, Categorical\n",
+    "from pyro.infer import SVI, Trace_ELBO\n",
+    "from pyro.optim import Adam"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "MhgMX50fDKtv"
+   },
+   "outputs": [],
+   "source": [
+    "log_softmax = nn.LogSoftmax(dim=1)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "zeP4Kc2EDKtx"
+   },
+   "outputs": [],
+   "source": [
+    "def model(x_data, y_data):\n",
+    "    \n",
+    "    fc1w_prior = Normal(loc=torch.zeros_like(net.fc1.weight), scale=torch.ones_like(net.fc1.weight))\n",
+    "    fc1b_prior = Normal(loc=torch.zeros_like(net.fc1.bias), scale=torch.ones_like(net.fc1.bias))\n",
+    "    \n",
+    "    outw_prior = Normal(loc=torch.zeros_like(net.out.weight), scale=torch.ones_like(net.out.weight))\n",
+    "    outb_prior = Normal(loc=torch.zeros_like(net.out.bias), scale=torch.ones_like(net.out.bias))\n",
+    "    \n",
+    "    priors = {'fc1.weight': fc1w_prior, 'fc1.bias': fc1b_prior,  'out.weight': outw_prior, 'out.bias': outb_prior}\n",
+    "    # lift module parameters to random variables sampled from the priors\n",
+    "    lifted_module = pyro.random_module(\"module\", net, priors)\n",
+    "    # sample a regressor (which also samples w and b)\n",
+    "    lifted_reg_model = lifted_module()\n",
+    "    \n",
+    "    lhat = log_softmax(lifted_reg_model(x_data))\n",
+    "    \n",
+    "    pyro.sample(\"obs\", Categorical(logits=lhat), obs=y_data)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "NRcucbteDKtz"
+   },
+   "outputs": [],
+   "source": [
+    "softplus = torch.nn.Softplus()\n",
+    "\n",
+    "def guide(x_data, y_data):\n",
+    "    \n",
+    "    # First layer weight distribution priors\n",
+    "    fc1w_mu = torch.randn_like(net.fc1.weight)\n",
+    "    fc1w_sigma = torch.randn_like(net.fc1.weight)\n",
+    "    fc1w_mu_param = pyro.param(\"fc1w_mu\", fc1w_mu)\n",
+    "    fc1w_sigma_param = softplus(pyro.param(\"fc1w_sigma\", fc1w_sigma))\n",
+    "    fc1w_prior = Normal(loc=fc1w_mu_param, scale=fc1w_sigma_param)\n",
+    "    # First layer bias distribution priors\n",
+    "    fc1b_mu = torch.randn_like(net.fc1.bias)\n",
+    "    fc1b_sigma = torch.randn_like(net.fc1.bias)\n",
+    "    fc1b_mu_param = pyro.param(\"fc1b_mu\", fc1b_mu)\n",
+    "    fc1b_sigma_param = softplus(pyro.param(\"fc1b_sigma\", fc1b_sigma))\n",
+    "    fc1b_prior = Normal(loc=fc1b_mu_param, scale=fc1b_sigma_param)\n",
+    "    # Output layer weight distribution priors\n",
+    "    outw_mu = torch.randn_like(net.out.weight)\n",
+    "    outw_sigma = torch.randn_like(net.out.weight)\n",
+    "    outw_mu_param = pyro.param(\"outw_mu\", outw_mu)\n",
+    "    outw_sigma_param = softplus(pyro.param(\"outw_sigma\", outw_sigma))\n",
+    "    outw_prior = Normal(loc=outw_mu_param, scale=outw_sigma_param).independent(1)\n",
+    "    # Output layer bias distribution priors\n",
+    "    outb_mu = torch.randn_like(net.out.bias)\n",
+    "    outb_sigma = torch.randn_like(net.out.bias)\n",
+    "    outb_mu_param = pyro.param(\"outb_mu\", outb_mu)\n",
+    "    outb_sigma_param = softplus(pyro.param(\"outb_sigma\", outb_sigma))\n",
+    "    outb_prior = Normal(loc=outb_mu_param, scale=outb_sigma_param)\n",
+    "    priors = {'fc1.weight': fc1w_prior, 'fc1.bias': fc1b_prior, 'out.weight': outw_prior, 'out.bias': outb_prior}\n",
+    "    \n",
+    "    lifted_module = pyro.random_module(\"module\", net, priors)\n",
+    "    \n",
+    "    return lifted_module()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "Lvwj_4GZDKt2"
+   },
+   "outputs": [],
+   "source": [
+    "optim = Adam({\"lr\": 0.01})\n",
+    "svi = SVI(model, guide, optim, loss=Trace_ELBO())"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 105,
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/",
+     "height": 154
+    },
+    "colab_type": "code",
+    "id": "Fj34GEy9DKt5",
+    "outputId": "49f5674b-e5f0-4e49-e2aa-44109c12497c"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Epoch  0  Loss  267.3591384573297\n",
+      "Epoch  1  Loss  269.9065207334665\n",
+      "Epoch  2  Loss  262.8443264528945\n",
+      "Epoch  3  Loss  265.58168374051104\n",
+      "Epoch  4  Loss  266.6765227894207\n",
+      "Epoch  5  Loss  262.9349264220877\n",
+      "Epoch  6  Loss  265.323861516439\n",
+      "Epoch  7  Loss  259.51624906718075\n",
+      "Epoch  8  Loss  265.83130595186253\n",
+      "Epoch  9  Loss  263.0074248117405\n",
+      "Epoch  10  Loss  259.7959887614617\n",
+      "Epoch  11  Loss  259.6890342785762\n",
+      "Epoch  12  Loss  264.24825553579643\n",
+      "Epoch  13  Loss  265.20140982591187\n",
+      "Epoch  14  Loss  261.92295768496757\n",
+      "Epoch  15  Loss  267.08516396402\n",
+      "Epoch  16  Loss  259.9407838687792\n",
+      "Epoch  17  Loss  256.05541318589513\n",
+      "Epoch  18  Loss  260.37836572757135\n",
+      "Epoch  19  Loss  259.29316197384844\n",
+      "Epoch  20  Loss  260.4552998320087\n",
+      "Epoch  21  Loss  268.7426343796017\n",
+      "Epoch  22  Loss  260.52340494145403\n",
+      "Epoch  23  Loss  269.72086875910287\n",
+      "Epoch  24  Loss  261.3680729080032\n",
+      "Epoch  25  Loss  257.1514269120091\n",
+      "Epoch  26  Loss  262.34159462268536\n",
+      "Epoch  27  Loss  260.2476586679836\n",
+      "Epoch  28  Loss  270.45548783160825\n",
+      "Epoch  29  Loss  259.18426181719855\n",
+      "Epoch  30  Loss  260.8341993997385\n",
+      "Epoch  31  Loss  262.47264726738354\n",
+      "Epoch  32  Loss  261.483213526862\n",
+      "Epoch  33  Loss  256.99827120592306\n",
+      "Epoch  34  Loss  260.3918134052675\n",
+      "Epoch  35  Loss  260.0209865674868\n",
+      "Epoch  36  Loss  272.2661262462427\n",
+      "Epoch  37  Loss  256.61716362539227\n",
+      "Epoch  38  Loss  260.1608028935862\n",
+      "Epoch  39  Loss  260.2537888943494\n",
+      "Epoch  40  Loss  270.08841448694795\n",
+      "Epoch  41  Loss  257.5365098086032\n",
+      "Epoch  42  Loss  259.075850554875\n",
+      "Epoch  43  Loss  263.8406427548482\n",
+      "Epoch  44  Loss  262.62950657750224\n",
+      "Epoch  45  Loss  265.68681003628194\n",
+      "Epoch  46  Loss  259.47454479893486\n",
+      "Epoch  47  Loss  260.36990118157735\n",
+      "Epoch  48  Loss  256.2132406287141\n",
+      "Epoch  49  Loss  263.9058182960028\n",
+      "Epoch  50  Loss  258.08691712788175\n",
+      "Epoch  51  Loss  258.4551831143243\n",
+      "Epoch  52  Loss  261.95751474191854\n",
+      "Epoch  53  Loss  254.47769753749554\n",
+      "Epoch  54  Loss  261.20911572005724\n",
+      "Epoch  55  Loss  257.9520849094286\n",
+      "Epoch  56  Loss  262.1299766930905\n",
+      "Epoch  57  Loss  264.2676658617271\n",
+      "Epoch  58  Loss  254.03231418001783\n",
+      "Epoch  59  Loss  263.02949349893316\n",
+      "Epoch  60  Loss  263.7813880626972\n",
+      "Epoch  61  Loss  255.8971270119751\n",
+      "Epoch  62  Loss  254.13237298451938\n",
+      "Epoch  63  Loss  266.2251752470876\n",
+      "Epoch  64  Loss  261.8551871580082\n",
+      "Epoch  65  Loss  259.24810493909393\n",
+      "Epoch  66  Loss  266.62926319536274\n",
+      "Epoch  67  Loss  262.5482455112122\n",
+      "Epoch  68  Loss  273.8175441131487\n",
+      "Epoch  69  Loss  263.58865675166413\n",
+      "Epoch  70  Loss  267.49705019232994\n",
+      "Epoch  71  Loss  263.15060622744505\n",
+      "Epoch  72  Loss  260.5288213779638\n",
+      "Epoch  73  Loss  256.70694031034196\n",
+      "Epoch  74  Loss  259.5727744285877\n",
+      "Epoch  75  Loss  264.0074709496655\n",
+      "Epoch  76  Loss  261.43934750949944\n",
+      "Epoch  77  Loss  256.576280106555\n",
+      "Epoch  78  Loss  258.6594059074318\n",
+      "Epoch  79  Loss  266.01415603239457\n",
+      "Epoch  80  Loss  260.65791889599393\n",
+      "Epoch  81  Loss  262.7371547824734\n",
+      "Epoch  82  Loss  266.13683566287324\n",
+      "Epoch  83  Loss  265.3129471985848\n",
+      "Epoch  84  Loss  258.1973074530507\n",
+      "Epoch  85  Loss  255.7113639352086\n",
+      "Epoch  86  Loss  264.82680918620184\n",
+      "Epoch  87  Loss  266.29171158455233\n",
+      "Epoch  88  Loss  254.72447172102036\n",
+      "Epoch  89  Loss  258.1124952350344\n",
+      "Epoch  90  Loss  258.2952334304432\n",
+      "Epoch  91  Loss  268.5254464057776\n",
+      "Epoch  92  Loss  259.3928986813996\n",
+      "Epoch  93  Loss  261.39647916909104\n",
+      "Epoch  94  Loss  265.97112469882757\n",
+      "Epoch  95  Loss  260.55289224215915\n",
+      "Epoch  96  Loss  267.67779509182816\n",
+      "Epoch  97  Loss  262.37898461635297\n",
+      "Epoch  98  Loss  270.1605053295146\n",
+      "Epoch  99  Loss  268.0825262082802\n"
+     ]
+    }
+   ],
+   "source": [
+    "num_iterations = 100\n",
+    "loss = 0\n",
+    "list_epoch = []\n",
+    "list_loss = []\n",
+    "for j in range(num_iterations):\n",
+    "    loss = 0\n",
+    "    for batch_id, data in enumerate(train_loader):\n",
+    "        # calculate the loss and take a gradient step\n",
+    "        loss += svi.step(data[0].view(-1,64*64), data[1])\n",
+    "    normalizer_train = len(train_loader.dataset)\n",
+    "    total_epoch_loss_train = loss / normalizer_train\n",
+    "    print(\"Epoch \", j, \" Loss \", total_epoch_loss_train)\n",
+    "    list_loss.append(total_epoch_loss_train)\n",
+    "    list_epoch.append(j)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 48,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# summarize history for loss\n",
+    "plt.plot(list_epoch,list_loss)\n",
+    "# plt.plot(history.history['val_loss'])\n",
+    "plt.title('Axial Image model loss')\n",
+    "plt.ylabel('loss')\n",
+    "plt.xlabel('epoch')\n",
+    "plt.legend(['train'], loc='upper left')\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 49,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "DXonPMG0DKuB"
+   },
+   "outputs": [],
+   "source": [
+    "def imshow(img):\n",
+    "    img = img / 2 + 0.5     # unnormalize\n",
+    "    npimg = img.numpy()\n",
+    "    #plt.imshow(npimg,  cmap='gray')\n",
+    "    #fig.show(figsize=(1,1))\n",
+    "    \n",
+    "    fig, ax = plt.subplots(figsize=(1, 1))\n",
+    "    ax.imshow(npimg,  cmap='gray', interpolation='nearest')\n",
+    "    plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 50,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "4xgqDdSaDKt_"
+   },
+   "outputs": [],
+   "source": [
+    "classes = ('0','1','2','3','4','5','6','7')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 106,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "fv4XtaSCDKuD"
+   },
+   "outputs": [],
+   "source": [
+    "num_samples = 100\n",
+    "def give_uncertainities(x):\n",
+    "    sampled_models = [guide(None, None) for _ in range(num_samples)]\n",
+    "    yhats = [F.log_softmax(model(x.view(-1,64*64)).data, 1).detach().numpy() for model in sampled_models]\n",
+    "#     mean = torch.mean(torch.stack(yhats), 0)\n",
+    "#     print(np.argmax(mean, axis=1))\n",
+    "    return np.asarray(yhats)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 57,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "test_csv = pd.read_csv(\"C:/Users/LNS/Desktop/hacker earth/dataset/test.csv\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 80,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[[[-6.89015808e+01 -3.29314461e+01 -4.28734703e+01 -7.47359772e+01\n",
+      "    0.00000000e+00 -3.74081459e+01 -5.38846970e+01 -5.96675491e+01]]\n",
+      "\n",
+      " [[-2.90661964e+01 -7.37910919e+01 -6.45686646e+01 -5.30973358e+01\n",
+      "   -6.48848801e+01  0.00000000e+00 -4.40070457e+01 -6.49570694e+01]]\n",
+      "\n",
+      " [[-2.96492100e+01 -6.76045718e-04 -5.13040428e+01 -1.81446571e+01\n",
+      "   -5.38243675e+01 -4.15388565e+01 -7.29956150e+00 -2.19320717e+01]]\n",
+      "\n",
+      " [[ 0.00000000e+00 -3.53472176e+01 -2.24815998e+01 -9.30990753e+01\n",
+      "   -3.89365005e+01 -6.22919922e+01 -7.89485779e+01 -4.42106247e+01]]\n",
+      "\n",
+      " [[-5.99500084e+01 -8.23202744e+01 -9.09181442e+01 -2.82918739e+00\n",
+      "   -6.08769208e-02 -1.57643681e+01 -7.59197922e+01 -4.14420929e+01]]\n",
+      "\n",
+      " [[ 0.00000000e+00 -1.03455360e+02 -1.82250381e+02 -1.09503838e+02\n",
+      "   -9.08070831e+01 -1.09833656e+02 -8.84716339e+01 -9.27502823e+01]]\n",
+      "\n",
+      " [[-1.32201385e+02  0.00000000e+00 -2.68337708e+01 -7.43286514e+01\n",
+      "   -5.17290421e+01 -1.21937630e+02 -3.70009155e+01 -5.86484070e+01]]\n",
+      "\n",
+      " [[-1.43051045e-06 -1.36601610e+01 -7.44170456e+01 -2.21549149e+01\n",
+      "   -1.10788513e+02 -5.51768074e+01 -6.68458557e+01 -1.53544245e+01]]\n",
+      "\n",
+      " [[-2.57919369e+01 -5.81488342e+01 -1.19401901e+02 -1.14810858e+01\n",
+      "   -1.03711545e-05 -3.32189026e+01 -8.10353775e+01 -4.41275749e+01]]\n",
+      "\n",
+      " [[-2.47612648e+01 -7.38480225e+01 -1.07431442e+02  0.00000000e+00\n",
+      "   -7.62180939e+01 -2.85067730e+01 -2.13609734e+01 -4.65105209e+01]]\n",
+      "\n",
+      " [[-8.39609451e+01 -1.06365433e+02 -1.08029907e+02 -5.39818497e+01\n",
+      "   -2.01642181e+02  0.00000000e+00 -4.33342819e+01 -1.82324371e+02]]\n",
+      "\n",
+      " [[-5.94056206e+01 -3.85760345e+01 -6.89345474e+01 -7.54245148e+01\n",
+      "   -2.38189354e+01 -4.32135162e+01  0.00000000e+00 -3.01353855e+01]]\n",
+      "\n",
+      " [[-7.56272125e+01  0.00000000e+00 -6.71893921e+01 -8.49488907e+01\n",
+      "   -9.26126251e+01 -3.93107643e+01 -6.84048309e+01 -5.82449837e+01]]\n",
+      "\n",
+      " [[-5.65496178e+01 -1.01492783e+02 -6.51279984e+01 -5.43074722e+01\n",
+      "    0.00000000e+00 -7.11132889e+01 -5.06803780e+01 -5.30101814e+01]]\n",
+      "\n",
+      " [[ 0.00000000e+00 -1.26628647e+02 -9.16089935e+01 -1.57412659e+02\n",
+      "   -2.40560875e+01 -5.71061935e+01 -5.73935394e+01 -3.69336700e+01]]\n",
+      "\n",
+      " [[-1.18319687e+02 -1.06405762e+02 -3.81188812e+01 -2.92486649e+01\n",
+      "   -8.71440201e+01 -6.17842865e+01  0.00000000e+00 -1.34789841e+02]]\n",
+      "\n",
+      " [[-2.93343925e+01 -6.43834534e+01 -1.63771744e+02  0.00000000e+00\n",
+      "   -1.03874451e+02 -4.85988350e+01 -4.68071556e+01 -1.16342651e+02]]\n",
+      "\n",
+      " [[-9.10486603e+01 -5.59535599e+01 -7.14055099e+01 -1.40996201e+02\n",
+      "   -9.36031723e+01 -1.36201233e+02  0.00000000e+00 -1.13043350e+02]]\n",
+      "\n",
+      " [[-2.89313354e+01 -5.24838295e+01  0.00000000e+00 -2.22440662e+01\n",
+      "   -7.32508545e+01 -9.28314056e+01 -6.13525009e+01 -3.98482819e+01]]\n",
+      "\n",
+      " [[-2.32394676e+01 -3.93389882e-06 -1.25351753e+01 -3.14860229e+01\n",
+      "   -5.32228355e+01 -3.41280594e+01 -1.48960133e+01 -4.34152870e+01]]\n",
+      "\n",
+      " [[-6.54833221e+01 -8.38799896e+01 -8.49936829e+01 -1.38456772e+02\n",
+      "   -1.60159760e+02 -9.85948944e+01 -8.30919724e+01  0.00000000e+00]]\n",
+      "\n",
+      " [[-6.20954971e+01 -7.49155731e+01 -5.59130249e+01  0.00000000e+00\n",
+      "   -7.05287933e+01 -1.09100464e+02 -8.32508469e+01 -3.18077240e+01]]\n",
+      "\n",
+      " [[ 0.00000000e+00 -1.86299240e+02 -1.49667877e+02 -4.51386185e+01\n",
+      "   -1.16892326e+02 -8.34979248e+01 -9.27130356e+01 -1.53316254e+02]]\n",
+      "\n",
+      " [[-5.63038406e+01 -7.91784897e+01 -4.69598770e-01 -2.66975422e+01\n",
+      "   -9.81504440e-01 -2.46456795e+01 -2.49205322e+01 -4.08001480e+01]]\n",
+      "\n",
+      " [[-2.75281467e+01 -4.34419975e+01 -3.60543083e-04 -1.53122120e+01\n",
+      "   -3.66791725e+01 -6.62514267e+01 -5.19263115e+01 -7.92858887e+00]]\n",
+      "\n",
+      " [[-5.01262474e+01 -1.63315399e-05 -7.39791412e+01 -5.62023506e+01\n",
+      "   -6.96147537e+01 -4.43405228e+01 -1.10213785e+01 -5.52699814e+01]]\n",
+      "\n",
+      " [[-7.39037275e+00 -4.51877480e+01 -1.21559166e+02 -3.17939587e+01\n",
+      "   -7.27464981e+01 -6.17313548e-04 -2.71153717e+01 -1.96912079e+01]]\n",
+      "\n",
+      " [[-5.90154305e+01 -7.64461517e+01  0.00000000e+00 -4.09642982e+01\n",
+      "   -4.70622101e+01 -1.85081768e+01 -8.17347336e+01 -5.26451569e+01]]\n",
+      "\n",
+      " [[ 0.00000000e+00 -1.28759277e+02 -9.47447815e+01 -8.77723923e+01\n",
+      "   -1.11923401e+02 -6.28189011e+01 -3.77705536e+01 -5.73525429e+01]]\n",
+      "\n",
+      " [[ 0.00000000e+00 -3.04174614e+01 -5.96881371e+01 -3.93722076e+01\n",
+      "   -4.84330902e+01 -7.76775055e+01 -4.37763138e+01 -5.67783775e+01]]\n",
+      "\n",
+      " [[-5.50049858e+01 -1.61900558e+02 -1.21179451e+02 -1.09086060e+02\n",
+      "   -1.65543671e+01 -1.19209282e-07 -2.35965271e+01 -3.28321457e+01]]\n",
+      "\n",
+      " [[-2.83502674e+01 -2.14574411e-05 -7.19809494e+01 -4.47385559e+01\n",
+      "   -2.36392498e+01 -1.07466774e+01 -5.93196182e+01 -4.20763626e+01]]\n",
+      "\n",
+      " [[-5.81852188e+01 -3.08572578e+01 -3.80558472e+01 -1.36974573e+01\n",
+      "   -5.91205292e+01 -2.70731163e+01 -4.41073416e-06 -1.26193628e+01]]\n",
+      "\n",
+      " [[-2.59986439e+01 -2.28795266e+00 -1.62702084e+01 -4.41601944e+01\n",
+      "   -5.53320229e-01 -4.04637766e+00 -1.18416047e+00 -7.49127426e+01]]\n",
+      "\n",
+      " [[-6.81865311e+01 -4.53620987e+01 -7.40257339e+01 -1.10318499e+01\n",
+      "   -5.83271255e+01 -8.30492554e+01 -1.62123324e-05 -4.49324570e+01]]\n",
+      "\n",
+      " [[-1.96208801e+01 -3.87615280e+01 -6.72391968e+01 -7.60521698e+01\n",
+      "   -1.55138302e+01 -2.38418551e-07 -2.97698021e+01 -4.39041023e+01]]\n",
+      "\n",
+      " [[-1.55785570e+01 -1.96810019e+00 -5.01657448e+01 -3.22328415e+01\n",
+      "   -6.91567764e+01 -4.25403252e+01 -1.50499970e-01 -9.49893494e+01]]\n",
+      "\n",
+      " [[-8.25044708e+01 -2.03986374e+02 -1.22614075e+02 -1.21569519e+02\n",
+      "   -1.38924072e+02 -3.85899620e+01 -4.94225960e+01  0.00000000e+00]]\n",
+      "\n",
+      " [[-3.97656822e+01 -4.85997314e+01 -5.57358170e+01 -1.06182270e+01\n",
+      "   -2.44376060e-05 -1.10423576e+02 -7.41947937e+01 -1.00838104e+02]]\n",
+      "\n",
+      " [[-3.03440590e+01 -7.60105438e+01 -1.03542900e+02 -6.20818405e+01\n",
+      "   -4.29711227e+01 -6.51625595e+01 -6.58961182e+01  0.00000000e+00]]\n",
+      "\n",
+      " [[-1.85731182e+01 -1.25785885e+01 -7.08663864e+01 -8.06883621e+01\n",
+      "   -5.59240417e+01 -2.25782003e-02 -4.36664047e+01 -3.80219746e+00]]\n",
+      "\n",
+      " [[-1.30166260e+02 -1.27589706e+02 -6.49814453e+01 -1.14164734e+02\n",
+      "   -3.68048019e+01 -3.14173241e+01  0.00000000e+00 -7.22673187e+01]]\n",
+      "\n",
+      " [[-1.25701561e+02 -1.14895683e+02 -1.06425941e+02 -3.52853276e-05\n",
+      "   -6.81907272e+01 -3.17972183e+01 -1.02535295e+01 -4.39192123e+01]]\n",
+      "\n",
+      " [[-5.28214645e+01 -1.74791470e+01 -1.02002289e+02  0.00000000e+00\n",
+      "   -1.26374847e+02 -4.15453911e+01 -2.26885948e+01 -3.36337814e+01]]\n",
+      "\n",
+      " [[-7.49417877e+01 -6.30730400e+01 -3.32065926e+01 -1.19209282e-07\n",
+      "   -4.20203133e+01 -1.61799355e+01 -3.84149933e+01 -1.11349716e+02]]\n",
+      "\n",
+      " [[-5.08866768e+01 -1.14118301e+02 -1.44742920e+02 -3.39851151e+01\n",
+      "   -1.23103638e+02 -7.12795258e+01 -2.65600662e+01  0.00000000e+00]]\n",
+      "\n",
+      " [[-2.21443024e+01 -5.27154884e+01 -7.61694946e+01 -1.49803047e+01\n",
+      "   -6.08080978e+01 -6.77413330e+01 -3.57627812e-07 -9.35111694e+01]]\n",
+      "\n",
+      " [[-3.34907417e+01 -5.10204201e+01 -5.48028183e+01 -6.41794052e+01\n",
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+      "\n",
+      " [[-4.44824905e+01 -1.55007524e+01 -5.16555939e+01 -5.00038795e+01\n",
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+      "\n",
+      " [[-8.29490280e+01 -1.55155121e+02 -7.25636749e+01 -4.09301300e+01\n",
+      "   -8.20998764e+01 -5.96046277e-07 -7.01214447e+01 -1.43020792e+01]]\n",
+      "\n",
+      " [[-5.11422234e+01 -4.63539009e+01 -9.65635681e+01  0.00000000e+00\n",
+      "   -8.94173584e+01 -3.43764420e+01 -7.65606918e+01 -8.48188400e+01]]\n",
+      "\n",
+      " [[-4.16957588e+01 -6.46042466e-01 -8.11608429e+01 -9.86732254e+01\n",
+      "   -2.88185978e+01 -4.59064560e+01 -4.69135818e+01 -7.42581010e-01]]\n",
+      "\n",
+      " [[-2.54599972e+01 -5.62501526e+01 -5.31426239e+01  0.00000000e+00\n",
+      "   -7.13971329e+01 -5.05829849e+01 -5.86399612e+01 -9.51975708e+01]]\n",
+      "\n",
+      " [[-8.36807632e+01 -6.94803772e+01 -7.25067062e+01 -1.15644369e+01\n",
+      "   -1.00905647e+02 -1.40454626e+01 -1.02519462e-05 -5.26218300e+01]]\n",
+      "\n",
+      " [[-4.49103508e+01 -2.40666542e+01 -7.59360199e+01 -4.13444710e+01\n",
+      "    0.00000000e+00 -5.05038223e+01 -1.77081947e+01 -4.34343033e+01]]\n",
+      "\n",
+      " [[-8.48436279e+01 -2.50339190e-06 -6.91467667e+01 -7.02471771e+01\n",
+      "   -3.02541409e+01 -8.17762604e+01 -1.29031820e+01 -8.99821625e+01]]\n",
+      "\n",
+      " [[-7.49137955e+01  0.00000000e+00 -5.49339485e+01 -1.94223251e+01\n",
+      "   -1.20261276e+02 -4.43255463e+01 -3.52110291e+01 -3.44439621e+01]]\n",
+      "\n",
+      " [[-9.13720551e+01 -6.08558159e+01 -2.72536678e+01 -9.00647583e+01\n",
+      "   -2.79183197e+01 -4.75473595e+00 -1.07957802e+01 -8.66876822e-03]]\n",
+      "\n",
+      " [[-1.14403473e+02 -1.90811737e+02 -1.11303703e+02 -1.49027512e+02\n",
+      "    0.00000000e+00 -1.21571869e+02 -8.22422638e+01 -1.10323753e+02]]\n",
+      "\n",
+      " [[-7.05495911e+01 -6.40464630e+01 -5.59883385e+01 -5.58336487e+01\n",
+      "   -6.83666000e+01  0.00000000e+00 -5.45292587e+01 -6.15254059e+01]]\n",
+      "\n",
+      " [[-6.23490334e+01 -1.23609283e+02 -4.77579269e+01 -3.34270172e+01\n",
+      "   -1.35337189e+02 -7.11364441e+01 -5.45700073e+01  0.00000000e+00]]\n",
+      "\n",
+      " [[-4.79207611e+01 -5.47677155e+01 -6.11976013e+01 -1.06826385e+02\n",
+      "   -6.32480736e+01 -1.02327347e+02  0.00000000e+00 -2.21580582e+01]]\n",
+      "\n",
+      " [[-9.16291809e+01 -6.00145302e+01 -1.43792862e+02 -5.05992546e+01\n",
+      "    0.00000000e+00 -7.45315170e+01 -8.67022552e+01 -3.44449348e+01]]\n",
+      "\n",
+      " [[-7.53091736e+01 -6.68268814e+01 -1.19209282e-07 -5.87581215e+01\n",
+      "   -7.89097595e+01 -1.56707001e+01 -7.36350555e+01 -4.84793701e+01]]\n",
+      "\n",
+      " [[-9.35598649e-03 -4.95061455e+01 -3.61655006e+01 -9.67135048e+00\n",
+      "   -4.68321466e+00 -8.26570587e+01 -1.76785851e+01 -4.34908333e+01]]\n",
+      "\n",
+      " [[-7.72523651e+01 -1.37261534e+01 -5.09518433e+01 -9.68203125e+01\n",
+      "   -3.46376324e+00 -5.22869034e+01 -3.18135694e-02 -2.12050781e+01]]\n",
+      "\n",
+      " [[-4.86320419e+01 -3.91350288e+01 -7.27052383e+01 -7.68993988e+01\n",
+      "   -7.69489899e+01  0.00000000e+00 -8.66166306e+01 -2.93810959e+01]]\n",
+      "\n",
+      " [[-8.09905930e+01 -8.48507004e+01 -3.33233032e+01 -5.05939751e+01\n",
+      "   -9.14896698e+01 -3.09222069e+01  0.00000000e+00 -5.02898178e+01]]\n",
+      "\n",
+      " [[-3.83424377e+01 -2.03073883e+01 -4.08916473e+01 -2.52106495e+01\n",
+      "   -4.77982378e+00 -1.99271603e+01 -2.89499760e+01 -8.43297038e-03]]\n",
+      "\n",
+      " [[ 0.00000000e+00 -5.10775070e+01 -2.79844265e+01 -1.04313522e+02\n",
+      "   -5.41275330e+01 -7.10803986e+01 -2.13678513e+01 -5.52916718e+01]]\n",
+      "\n",
+      " [[ 0.00000000e+00 -8.00146484e+01 -4.32659950e+01 -1.06275818e+02\n",
+      "   -1.21327171e+02 -1.10302864e+02 -3.21541252e+01 -6.16444092e+01]]\n",
+      "\n",
+      " [[-3.22081718e+01 -1.09794891e+02 -2.65833187e-05 -1.48825302e+01\n",
+      "   -5.99622765e+01 -1.03969398e+02 -1.05501900e+01 -7.36688385e+01]]\n",
+      "\n",
+      " [[-2.65868931e+01 -2.38418551e-07 -2.83570461e+01 -6.46299210e+01\n",
+      "   -5.81738815e+01 -2.71338482e+01 -3.40005302e+01 -1.52196922e+01]]\n",
+      "\n",
+      " [[-9.70844879e+01  0.00000000e+00 -1.11719986e+02 -7.77500992e+01\n",
+      "   -9.25754776e+01 -8.26402206e+01 -5.71562309e+01 -2.31031418e+01]]\n",
+      "\n",
+      " [[-6.99385529e+01 -6.81684265e+01 -8.52300720e+01 -1.09696274e+02\n",
+      "    0.00000000e+00 -9.42837524e+01 -3.97607002e+01 -1.72098572e+02]]\n",
+      "\n",
+      " [[-3.16859512e+01 -7.22685862e+00 -7.05496674e+01 -6.31370964e+01\n",
+      "   -7.27031496e-04 -6.79299164e+01 -4.33396759e+01 -3.48621101e+01]]\n",
+      "\n",
+      " [[-1.62253380e+01 -1.77090371e+00 -6.36799011e+01 -7.11463089e+01\n",
+      "   -3.95469894e+01 -9.23573380e+01 -3.19048462e+01 -1.86545491e-01]]\n",
+      "\n",
+      " [[-1.01706451e+02  0.00000000e+00 -4.98390656e+01 -6.03680229e+01\n",
+      "   -5.63754120e+01 -5.74173813e+01 -8.12691193e+01 -1.03085274e+02]]\n",
+      "\n",
+      " [[-1.19175156e+02 -9.91058578e+01  0.00000000e+00 -7.56485672e+01\n",
+      "   -1.41560104e+02 -1.42711365e+02 -8.03553696e+01 -4.20666885e+01]]\n",
+      "\n",
+      " [[-2.32206306e+01 -8.40424500e+01 -5.77688217e+01 -6.23494034e+01\n",
+      "   -8.91311340e+01 -4.39932175e+01  0.00000000e+00 -6.21516609e+01]]\n",
+      "\n",
+      " [[-5.63198967e+01 -5.04389534e+01 -1.58547100e-05 -7.22578888e+01\n",
+      "   -6.52711182e+01 -2.26001644e+01 -1.10501833e+01 -2.44222317e+01]]\n",
+      "\n",
+      " [[ 0.00000000e+00 -1.49471649e+02 -5.74562035e+01 -8.74424438e+01\n",
+      "   -6.71157837e+01 -8.83611374e+01 -7.05767593e+01 -1.98094604e+02]]\n",
+      "\n",
+      " [[-3.07659931e+01 -2.51221123e+01 -1.95809860e+01 -3.80084610e+01\n",
+      "   -3.94005585e+01  0.00000000e+00 -5.56425629e+01 -2.32192173e+01]]\n",
+      "\n",
+      " [[-1.04557693e+02 -2.38418551e-07 -7.23224182e+01 -1.08388489e+02\n",
+      "   -1.01629082e+02 -3.55604210e+01 -8.92678223e+01 -1.52437630e+01]]\n",
+      "\n",
+      " [[-7.60424576e+01 -4.03546906e+01 -1.13620071e+02 -6.57024155e+01\n",
+      "   -9.65580063e+01 -1.15225082e+02  0.00000000e+00 -1.13546928e+02]]\n",
+      "\n",
+      " [[-5.81569252e+01 -8.37656326e+01 -1.76376190e+01 -5.77726097e+01\n",
+      "   -2.95328212e+00 -5.35782315e-02 -4.30822029e+01 -4.51610298e+01]]\n",
+      "\n",
+      " [[-6.88974380e+01 -4.88406448e+01 -3.16504526e+00 -3.59540987e+00\n",
+      "   -2.65879574e+01 -3.13458843e+01 -3.75813026e+01 -7.22069219e-02]]\n",
+      "\n",
+      " [[-1.08050842e+02 -2.44604168e-03 -1.40027176e+02 -8.96692047e+01\n",
+      "   -1.38032486e+02 -6.01449299e+00 -7.54330063e+01 -4.08629875e+01]]\n",
+      "\n",
+      " [[-7.37251740e+01 -1.16759613e+02 -6.67817230e+01 -6.93409424e+01\n",
+      "   -7.27249680e+01 -1.04099556e+02  0.00000000e+00 -5.92676163e+01]]\n",
+      "\n",
+      " [[-2.94438591e+01 -3.51208267e+01 -8.69604492e+01  0.00000000e+00\n",
+      "   -1.57122040e+02 -1.03166908e+02 -3.09677200e+01 -5.25387650e+01]]\n",
+      "\n",
+      " [[-9.64635052e-03 -4.64599895e+00 -6.50617828e+01 -5.32317047e+01\n",
+      "   -1.33742920e+02 -9.09794312e+01 -7.89202728e+01 -5.65825996e+01]]\n",
+      "\n",
+      " [[-4.91236572e+01 -1.19223160e+02 -1.07970711e+02  0.00000000e+00\n",
+      "   -9.50007629e+01 -3.57246590e+01 -4.94479828e+01 -8.04593048e+01]]\n",
+      "\n",
+      " [[-4.77482986e+01 -4.51345533e-01 -9.21314812e+00 -1.82060776e+01\n",
+      "   -6.68587418e+01 -4.87106133e+00 -2.76032734e+01 -1.03433049e+00]]\n",
+      "\n",
+      " [[-3.39613190e+01 -1.06264481e+02  0.00000000e+00 -4.56330223e+01\n",
+      "   -6.38009834e+01 -3.85678139e+01 -2.17209320e+01 -9.11661301e+01]]\n",
+      "\n",
+      " [[-3.91905975e+01 -3.48784676e+01 -4.88495903e+01 -4.94037781e+01\n",
+      "   -1.90216789e+01 -3.31240959e+01  0.00000000e+00 -3.58906822e+01]]\n",
+      "\n",
+      " [[ 0.00000000e+00 -5.59399033e+01 -1.49073456e+02 -2.23990974e+01\n",
+      "   -7.40401535e+01 -3.25522461e+01 -3.74578552e+01 -6.55172348e+01]]\n",
+      "\n",
+      " [[-1.82706879e+02  0.00000000e+00 -2.51900421e+02 -1.04275070e+02\n",
+      "   -1.70226242e+02 -1.63540665e+02 -8.18192825e+01 -2.15607147e+02]]\n",
+      "\n",
+      " [[-1.38294266e+02 -1.49532700e+02 -1.76492065e+02 -1.13998283e+02\n",
+      "   -2.13027298e+02  0.00000000e+00 -1.20548004e+02 -1.38073547e+02]]\n",
+      "\n",
+      " [[-1.17262390e+02 -3.99440002e+01  0.00000000e+00 -8.22667313e+01\n",
+      "   -1.12487305e+02 -6.80158844e+01 -8.22737122e+01 -1.07335526e+02]]\n",
+      "\n",
+      " [[-1.24797020e+02 -4.38456459e+01 -1.23092560e+02 -2.79479213e-02\n",
+      "   -7.18780518e+01 -3.59135580e+00 -5.58293839e+01 -9.17124481e+01]]]\n"
+     ]
+    }
+   ],
+   "source": [
+    "Image_Names = []\n",
+    "Dance = []\n",
+    "for i in test_csv.Image:\n",
+    "    img_path = \"C:/Users/LNS/Desktop/hacker earth/dataset/test/0/\"+i\n",
+    "    rgbv = Image.open(img_path).convert('RGB')\n",
+    "    rgbv = rgbv.resize((64,64))\n",
+    "    gray = ImageOps.grayscale(rgbv)\n",
+    "    grayimg = np.asarray(gray).T\n",
+    "    img = grayimg.reshape(1,64,64) / 255\n",
+    "    img_tensor = transforms.ToTensor()(img).view(1, 64, 64).float()\n",
+    "    y = give_uncertainities(img_tensor)\n",
+    "    Image_Names.append(i)\n",
+    "    Dance.append(ClasstoDict[np.where(y[0][0]==np.max(y[0][0]))[0][0]])\n",
+    "    print(y)\n",
+    "    break"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 119,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Image_Names = []\n",
+    "Dance = []\n",
+    "for i in test_csv.Image:\n",
+    "    Image_Names.append(i)\n",
+    "    Dance.append(ClasstoDict[final_predict[i]])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 118,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "156"
+      ]
+     },
+     "execution_count": 118,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(final_predict)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 120,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df = pd.DataFrame(list(zip(Image_Names, Dance)), columns =['Image', 'target']) "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 121,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df.to_csv(\"final_1.csv\",index=False)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 107,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "qi0AQf1QDKuG"
+   },
+   "outputs": [],
+   "source": [
+    "def test_batch(images, labels, plot=True):\n",
+    "    y = give_uncertainities(images)\n",
+    "    predicted_for_images = 0\n",
+    "    correct_predictions= {}\n",
+    "\n",
+    "    for i in range(len(labels)):\n",
+    "    \n",
+    "        if(plot):\n",
+    "            print(\"Image name: \",labels[i])\n",
+    "            fig, axs = plt.subplots(1, 8, sharey=True,figsize=(20,2))\n",
+    "    \n",
+    "        all_digits_prob = []\n",
+    "    \n",
+    "        highted_something = False\n",
+    "    \n",
+    "        for j in range(len(classes)):\n",
+    "        \n",
+    "            highlight=False\n",
+    "        \n",
+    "            histo = []\n",
+    "            histo_exp = []\n",
+    "        \n",
+    "            for z in range(y.shape[0]):\n",
+    "                histo.append(y[z][i][j])\n",
+    "                histo_exp.append(np.exp(y[z][i][j]))\n",
+    "            \n",
+    "            prob = np.percentile(histo_exp, 75) #sampling median probability\n",
+    "        \n",
+    "            if(prob>0): #select if network thinks this sample is 20% chance of this being a label\n",
+    "                highlight = True #possibly an answer\n",
+    "        \n",
+    "            all_digits_prob.append(prob)\n",
+    "            \n",
+    "            if(plot):\n",
+    "            \n",
+    "                N, bins, patches = axs[j].hist(histo, bins=8, color = \"lightgray\", lw=0,  weights=np.ones(len(histo)) / len(histo), density=False)\n",
+    "                axs[j].set_title(str(j)+\" (\"+str(round(prob,2))+\")\") \n",
+    "        \n",
+    "            if(highlight):\n",
+    "            \n",
+    "                highted_something = True\n",
+    "                \n",
+    "                if(plot):\n",
+    "\n",
+    "                    # We'll color code by height, but you could use any scalar\n",
+    "                    fracs = N / N.max()\n",
+    "\n",
+    "                    # we need to normalize the data to 0..1 for the full range of the colormap\n",
+    "                    norm = colors.Normalize(fracs.min(), fracs.max())\n",
+    "\n",
+    "                    # Now, we'll loop through our objects and set the color of each accordingly\n",
+    "                    for thisfrac, thispatch in zip(fracs, patches):\n",
+    "                        color = plt.cm.viridis(norm(thisfrac))\n",
+    "                        thispatch.set_facecolor(color)\n",
+    "\n",
+    "    \n",
+    "        if(plot):\n",
+    "            plt.show()\n",
+    "    \n",
+    "        predicted = np.argmax(all_digits_prob)\n",
+    "        print(predicted,labels[i])\n",
+    "        if(highted_something):\n",
+    "            predicted_for_images+=1\n",
+    "            correct_predictions[labels[i]]=predicted\n",
+    "\n",
+    "        \n",
+    "        if(plot):\n",
+    "            imshow(images[i].squeeze())\n",
+    "        \n",
+    "    \n",
+    "    if(plot):\n",
+    "        print(\"Summary\")\n",
+    "        print(\"Total images: \",len(labels))\n",
+    "#         print(\"Predicted for: \",predicted_for_images)\n",
+    "#         print(\"Accuracy when predicted: \",correct_predictions/predicted_for_images)\n",
+    "        \n",
+    "    return correct_predictions\n",
+    "    "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 84,
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/",
+     "height": 138
+    },
+    "colab_type": "code",
+    "id": "mIumYp87DKuI",
+    "outputId": "b9f41f53-5535-42ea-94c3-44ab7b11d06d"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Prediction when network can refuse\n",
+      "6\n",
+      "7\n",
+      "6\n",
+      "6\n",
+      "3\n",
+      "5\n",
+      "6\n",
+      "1\n",
+      "6\n",
+      "1\n",
+      "3\n",
+      "4\n",
+      "3\n",
+      "6\n",
+      "4\n",
+      "6\n",
+      "4\n",
+      "6\n",
+      "3\n",
+      "3\n",
+      "3\n",
+      "1\n",
+      "3\n",
+      "1\n",
+      "6\n",
+      "6\n",
+      "1\n",
+      "6\n",
+      "0\n",
+      "6\n",
+      "0\n",
+      "6\n",
+      "3\n",
+      "4\n",
+      "7\n",
+      "0\n",
+      "0\n",
+      "3\n",
+      "2\n",
+      "3\n",
+      "1\n",
+      "3\n",
+      "3\n",
+      "6\n",
+      "6\n",
+      "0\n",
+      "3\n",
+      "1\n",
+      "4\n",
+      "6\n",
+      "7\n",
+      "4\n",
+      "6\n",
+      "2\n",
+      "0\n",
+      "3\n",
+      "6\n",
+      "5\n",
+      "3\n",
+      "6\n",
+      "4\n",
+      "3\n",
+      "5\n",
+      "4\n",
+      "0\n",
+      "3\n",
+      "1\n",
+      "6\n",
+      "6\n",
+      "3\n",
+      "6\n",
+      "4\n",
+      "2\n",
+      "6\n",
+      "6\n",
+      "3\n",
+      "0\n",
+      "4\n",
+      "6\n",
+      "4\n",
+      "6\n",
+      "0\n",
+      "6\n",
+      "5\n",
+      "4\n",
+      "3\n",
+      "3\n",
+      "0\n",
+      "4\n",
+      "6\n",
+      "0\n",
+      "3\n",
+      "0\n",
+      "0\n",
+      "0\n",
+      "2\n",
+      "3\n",
+      "6\n",
+      "7\n",
+      "0\n",
+      "3\n",
+      "6\n",
+      "6\n",
+      "7\n",
+      "5\n",
+      "1\n",
+      "3\n",
+      "3\n",
+      "3\n",
+      "3\n",
+      "6\n",
+      "2\n",
+      "7\n",
+      "2\n",
+      "3\n",
+      "6\n",
+      "6\n",
+      "1\n",
+      "0\n",
+      "6\n",
+      "0\n",
+      "3\n",
+      "3\n",
+      "2\n",
+      "1\n",
+      "0\n",
+      "3\n",
+      "3\n",
+      "3\n",
+      "3\n",
+      "0\n",
+      "3\n",
+      "4\n",
+      "3\n",
+      "1\n",
+      "5\n",
+      "3\n",
+      "0\n",
+      "0\n",
+      "5\n",
+      "6\n",
+      "4\n",
+      "0\n",
+      "6\n",
+      "0\n",
+      "5\n",
+      "5\n",
+      "3\n",
+      "0\n",
+      "7\n",
+      "3\n",
+      "1\n",
+      "3\n",
+      "6\n",
+      "3\n",
+      "3\n",
+      "Total images:  156\n",
+      "Skipped:  0\n",
+      "Accuracy when made predictions: 15 %\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Prediction when network can decide not to predict\n",
+    "\n",
+    "print('Prediction when network can refuse')\n",
+    "correct = 0\n",
+    "total = 0\n",
+    "total_predicted_for = 0\n",
+    "for j, data in enumerate(test_loader):\n",
+    "    images, labels = data\n",
+    "    \n",
+    "    total_minibatch, correct_minibatch, predictions_minibatch = test_batch(images, labels, plot=False)\n",
+    "    total += total_minibatch\n",
+    "    correct += correct_minibatch\n",
+    "    total_predicted_for += predictions_minibatch\n",
+    "\n",
+    "print(\"Total images: \", total)\n",
+    "print(\"Skipped: \", total-total_predicted_for)\n",
+    "print(\"Accuracy when made predictions: %d %%\" % (100 * correct / total_predicted_for))\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 88,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "3BhqtbRbDKuL"
+   },
+   "outputs": [],
+   "source": [
+    "# preparing for evaluation\n",
+    "\n",
+    "dataiter = iter(test_loader)\n",
+    "images, labels = dataiter.next()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 117,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "156"
+      ]
+     },
+     "execution_count": 117,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(labels)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 116,
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/",
+     "height": 1000
+    },
+    "colab_type": "code",
+    "id": "rfI63aVZDKuO",
+    "outputId": "10bace9f-195e-4636-f32e-28f17ff307dd"
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "C:\\Users\\LNS\\Anaconda3\\lib\\site-packages\\pyro\\primitives.py:406: FutureWarning: The `random_module` primitive is deprecated, and will be removed in a future release. Use `pyro.nn.Module` to create Bayesian modules from `torch.nn.Module` instances.\n",
+      "  \"modules from `torch.nn.Module` instances.\", FutureWarning)\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  411.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 411.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  398.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "1 398.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  20.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 20.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  290.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5 290.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  232.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 232.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  95.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 95.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  55.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "7 55.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  145.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 145.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  495.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 495.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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+nUcffZT9+/fz4osv8vnnn7N8+XKqq6vp7OykoqKC+++/H1VV6evrw2634/V6yc/PR1VVBgcHGRoaQtM0CgsLb+vXTSXjy3Tb/jrQnLEBk0MhcCXB7y6QUrrH+yDTUUSzzNDdp5KFEOJ0KrjO2o7GbMGcwGlGpgXO7AaJ5JASrhm9yP1/xJyLSDMyJrCYwTdzTmvXfLLKfSoe3Lj1YhuwCLAC54ClmRg7QX6dQOEt730EvDX6/C3g36dz7ExZ8Gy8mXNKuuaZEni8mzmXZWjsRBDvmp8Z7YLDLV1zYPyVKZMgU5lcQjdzvouYdtd8MmTKghO6mfPdQjq75pkSOOU3c04V0t01z4iLkDPoZs7jIK1d87lMLs2Yy+TSjDmB04w5gdOMOYHTjDmB04w5gdOMOYHTjDmB04z/A+0BdAQMrE2aAAAAAElFTkSuQmCC\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  206.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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SJEmSJLWAg0CSJEmSJEkt4CCQJEmSJElSCywddwGSpOb6pc9dUKnfx46ruRBJrfALn3ltpX6fXltzIZIkNZSDQJIkSZIa4fwvvrhSv3f89AdrrkSSmsnTwSRJkiRJklrAQSBJkiRJkqQWcBBIkiRJkiSpBUoNAkXEhojYGRG7IuKiHq9fGBE7IuJLEfHpiDiq/lIlSZIkSZJU1cALQ0fEEuBK4DRgN7A1IjZl5o6uZv8GrMvM70XEq4HLgReMomBJ0mj81If+79B9jj98BIVIklSzp//D64fu809PHkEhklrhmLdfMXSfXS8cQSE9lLk72EnArsy8FSAirgHOBB4ZBMrMz3a1vx749TqLlDR6R3/wsqH73PKsERQiSZIkSRqJMqeDrQRu63q+u5jXz8uATyykKEmSJEmSJNWrzJFA0WNe9mwY8evAOuCUPq+fC5wLcOSRR5YsUcM49i3DH3YGcPNLai6kZmZHVZgbVWFuVJXZURXmRlWZHVVhblRmEGg3cETX81XA7XMbRcSpwBuBUzLz4V5vlJlXAVcBrFu3rudAktSL2VEV5kZVmBtVZXZUhblRVWZnOMf//tuH7nPT/37NCCoZL3OjMqeDbQXWRMTREbEPcDawqbtBRJwI/ClwRmZ+q/4yJUmSJEmStBADjwTKzD0RcR6wBVgCXJ2Z2yPiEmBbZm4C3gLsD/x1RAB8PTPPGGHdkiRJkiSNzNo3Dn/0EMCXz6+5EKlGZU4HIzM3A5vnzLu46/GpNdclqaJjL6/2x2rey71LkiRJkhqvzOlgkiRJkiRJarhSRwJpYZ58YbUjM/7zium7EJkkSZIkSU3wlN+peJbF6lrLqJWDQBPsqedXCJx3+ZMkSZIkST14OpgkSZIkSVILeCSQNMGe9HsVjgZbXn8dkiRJkqTmcxBIkiRJi+6nXz38Dx0/cdYICpEkqUU8HUySJEmSJKkFPBJIkiRJlf3sb15RreOyqLcQSZI0kINAkiRp0T37aZcM3eeT146gEEmS1Aon/+pbh+905JL6CxkzTweTJEmSJElqAQeBJEmSJEmSWsDTwSRJkgTAKc+5fPhOh7k7KUlSU3gkkCRJkiRJUgv40420CCr9sgrwpL3rLUSSJEmaEKee8gdD9/nUP/7PEVQitYeDQJI0ZU57+v+p1vECb9es4Z2+5veqdTxk/3oLkTQ2z/rFyyr1+/Rn3lBzJWqDKneXBOD0A+otRGooTweTJEmSJElqAY8EkiRJkrTonv1zlw7d5wlXjqAQSWoRB4EkSVoEp6+6oFK/T+z+o5orkaT+NjzlTcN3OuSx9RciSRoJTweTJEmSJElqAY8EkqQJdvrq1wzfaeUh9RciSZIkqfFaOwi0Yfm5lfp98u6raq5EUhucfuirq3V8zL71FqJabDj4FUP3icc+ZgSV1KvSch1y0AgqkSQ1yekrz6/W8djD6y1ErVA5bycdVW8hDVXqdLCI2BAROyNiV0Rc1OP1ZRHxoeL1GyJidd2FSpIkSZIkqbqBRwJFxBLgSuA0YDewNSI2ZeaOrmYvA+7NzGMj4mzgzcALhi1m/X4vHbYLAFse/ItK/aqoVOMrT6y/EM1S+SiLCj5x57sW7bMkqYr1+59TqV/ss0/NlUiqw4YD/8fQfT753feMoBJJqlelo5A9Un5BypwOdhKwKzNvBYiIa4Azge5BoDOBjcXjvwHeGRGRmVljrX2dttdZQ/dZcrCHr0ttV2XbUdXSFcsX7bMkTabF3OZUtuFnx12BalI1b0uefHzNlWhc1j/mJZX6bfn++2uuRE1TJTvmpjnKnA62Erit6/nuYl7PNpm5B7gP8MqkkiRJkiRJEyIGHawTEWcB6zPz5cXzlwAnZeb5XW22F212F89vKdrcM+e9zgVmrsj8BGBnXQtSwnLg7kX8vIVoSq396jwqM1fU+UFjzk4ZTfnOJkWv9dXG3CxU23K3KNucBuambTmowm3O/MxQb9O6zWna9920emF6tzlN+y6mpd6mb3PGqWkZqGqobU6ZQaCfAzZm5vri+RsAMvOyrjZbijb/LyKWAncAKxbrdLAyImJbZq4bdx1lNKXWptS5GFwXw3F91aNt67Fty1uW62Uw19H8XD+9Tet6adpyNa1eaGbNZTRtuaxXbVmnwy5nmdPBtgJrIuLoiNgHOBvYNKfNJmDmKpTPAz4zSQNAkiRJkiRJbTfwwtCZuScizgO2AEuAqzNze0RcAmzLzE3Au4H3R8Qu4Nt0BookSZIkSZI0IcrcHYzM3AxsnjPv4q7HDwGTfsuLq8ZdwBCaUmtT6lwMrovhuL7q0bb12LblLcv1MpjraH6un96mdb00bbmaVi80s+YymrZc1qu2rNOhlnPgNYEkSZIkSZLUfGWuCSRJkiRJkqSGm7pBoIh4S0TcFBFfioi/jYjHdb32hojYFRE7I2J91/wNxbxdEXHRItZ6VkRsj4gfRcS6Oa9NVK1zTUodi61J+ZpErovq2p69aVqWOkTExoj4RkT8ezE9p+u1nnloI3MzW9u3I8OYhuVu4vfd5H3jSatloZqWH7PTbk3La10qL0NmTtUEPBtYWjx+M/Dm4vFa4D+AZcDRwC10LnS9pHh8DLBP0WbtItX6ROAJwHXAuq75E1frnLonog7z1azJdbHg9dfa7E3TstS4TjYCr+sxv2cexl2vuZmMqc3bkTZmp4nfNw3dN56m3DQ1P2an3VPT8jru3EzdkUCZ+feZuad4ej2wqnh8JnBNZj6cmV8BdgEnFdOuzLw1M38AXFO0XYxab8zMnT1emrha55iUOhZdk/I1gVwXC9Dy7E3Tsoxavzy0kbmZo+XbkWFMxXI38ftu8L4xE1bLgjUtP2an3ZqW15pUXoapGwSa4zeBTxSPVwK3db22u5jXb/44TXqtk1LHuDU1X+PiuqhP27I3TctSp/OKw56vjoiDinmuqx9zXcyvbduRYUzjcjf9+25CzZNUS92anJ8m1DtJtUyDJud1GJWXodQt4idNRHwKOKzHS2/MzI8Wbd4I7AE+ONOtR/uk90BYbbdMK1Nrr259ahpprUPoV99UaFK+Gmaqc1MHs9dXK7MzXx6AdwGX0lkPlwJvo7PT08p11Ucr14XbkVo0JjtN/L6ndN8YGpSbGU3Lj9lpt6bldRFUzk0jB4Ey89T5Xo+Ic4BfBp6VxQlzdEbGjuhqtgq4vXjcb/6CDaq1j7HUOoT56mu8JuWrYaY6N3Uwe321Mjtl/35ExJ8BHy+etnJd9dHKdeF2pBaNyU4Tv+8p3TeGBuVmRtPyY3barWl5XQTVc1PmwkFNmoANwA5gxZz5JzD7olC30rmY0tLi8dH8+IJKJyxyzdcx+wJmE1trUd9E1GG+mjW5Lha8/lqbvWlalhrXyeFdj19D53z3vnkYd73mZjKmNm9H2pidJn/fNGzfeJpy0/T8mJ12Tk3N67hy08gjgQZ4J50v+R8iAuD6zHxVZm6PiA/TCcce4Lcz84cAEXEesIVOIK7OzO2LUWhE/CrwDmAF8HcR8e+ZuX4Sa+2WmXsmoY4xaUy+Jk3Lc1OH1mbP7PR0eUQ8lc5hv18FXgkwXx7axtz01NrtyDCmKDuN+76bum8MU5WbGY3Kj9lpvUbltQ4LyU0Uo0iSJEmSJEmaYtN+dzBJkiRJkiThIJAkSZIkSVIrOAgkSZIkSZLUAg4CSZIkSZIktYCDQJIkSZIkSS3gIJAkSZIkSVILOAgkSZIkSZLUAg4CSZIkSZIktcD/B7GUU4EBaIazAAAAAElFTkSuQmCC\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 206.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  264.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5 264.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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CpVIhlUqxadMmdF2nrq6Ojz76iDVr1vDEE0+gaRqWZXH27FkuXbpEX18f4XCYrVu3UiqVuO+++5yVnf0H3wzJS7J0qrqicqZaY09YgUAAv9+Ppmn09fVRLBadel+7kn3v3r0kEgmEEBSLRXw+Hz/99BOBQABN03C5XESjUYLBIEIIJ/vxZ/Z3tpq9qATD9I569fl2JxVFQdM0NE0jGAyiqqqTlrfba2xs5MKFCzQ1NaHrOqlUir1795LL5ZzFSVNTE4FAwAki1WI0LyrBN6MR1edXa1hb2/9tunI9QevXr0dKSSAQcJ6lq27vZuSZrV1e0tG0m8VUJCxE/dmNcEsRPBUWe3+gBfUihBBZ4OyC3XBuiAGjMzx3tZRyyjjAQmvw2apw55KGEKJ7PmRd1nURywErBNcYC03w/gW+31wwL7Iu6CT3/xErJqLGWDCCxRLezLmmWfPquq9avbi69eJ5YC3gAX4GtizEvWco3wUgdt13/wq8Pnn8OvAvs2l7oTR4OW7mPC9Z84UieKrNnFsW6N4zgZ01PzGZBYfrsubArJJ2C7WSm9FmzouIv0gpL0+WHhwRQpyZr4YXSoNntJnzYqE6aw5ckzUHmEvWfKEIntVmzgsBIURACFFvHwOdwP9wVb6nJ097GvjP2bS/ICZCLu3NnGuaNV9ZydUYKyu5GmOF4BpjheAaY4XgGmOF4BpjheAaY4XgGmOF4BrjfwExkwojYkPrgQAAAABJRU5ErkJggg==\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  465.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 465.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  498.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5 498.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  292.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5 292.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  514.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 514.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  71.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5 71.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  61.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5 61.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  64.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 64.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  482.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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d56KjJlCIJEmSpIkoMxPoTGBvZt6VmY8D24Dz+xtk5l9m5veKh58B1tZbpiRJkiRJkpaizCDQGuDuvsfzxXODvBa4eSlFSZIkSZIkqV5lBoFikedy0YYRvwBsBN4z4PVLImJXROzat29f+SrVeWZHVZgbVWFuVJXZURXmRlWZHVVhblRmEGgeOKbv8Vrg3oWNIuJs4NeA8zLzscXeKDNvyMyNmblxbm6uSr3qKLOjKsyNqjA3qsrsqApzo6rMjqowNyrzFfE7gfURcTxwD7AFeFV/g4g4A/ggsCkzv1l7lZIkSZIkVXTcjdeO3eerr337BCqRpmvkTKDMfALYCtwC3AF8PDN3R8TVEXFe0ew9wGrgExFxW0Rsn1jFkiRJkiRJGluZmUBk5g5gx4Lnruz7+eya65K0zE555/vH7rP70gkUIkmSJEmaiDL3BJIkSZIkSVLDOQgkSZIkSZLUAaUuB9N0nHjt+JfnrDhxAoWoUX747ePnBoBV9dYhSZIkSZotzgSSJEmSJEnqAGcCSZKkyk57a8XZhy+utw5Jkup20m9W+x33xdfWXIhUI2cCSZIkSZIkdYCDQJIkSZIkSR3gIJAkSZIkSVIHOAgkSZIkSZLUAd4YWpIkScvu+W8b/4arR/3sBApRo5z+5mo36n3uK2suRJIayplAkiRJkiRJHeBMIEmSJElSI5z2lmqzwTit3jrUDWdcWi1v266ouZAaORNIkiRJkiSpAxwEkiRJkiRJ6gAvB5MkSVJl/+r1FS/NWF1vHZIkabRSM4EiYlNE7ImIvRHxtKvbIuJFEfH5iHgiIi6ov0xJkiRJkiQtxciZQBGxArgeOAeYB3ZGxPbMvL2v2deAVwOXT6LIpjvz4uuqdTw16i1EjfPCl713/E7rV9RfiCRJkiSp8cpcDnYmsDcz7wKIiG3A+cAPBoEy8yvFa09OoEZJkiRJkiQtUZnLwdYAd/c9ni+ekyRJkiRJUkOUmQm02DVJWeXDIuIS4BKAY489tspbqKPMjqroam5+7DXVLkFd97qaC2moruZGS2d2VIW5UVVtyM5PXfi+8Tsd7RdcL0UbcqOlKfN/0DxwTN/jtcC9VT4sM2/IzI2ZuXFubq7KW6ijzI6qMDeqwtyoKrOjKsyNqjI7qsLcqMxMoJ3A+og4HrgH2AK8aqJVSZIkSWq1szZfO36nEw+svxBJ6pCRM4Ey8wlgK3ALcAfw8czcHRFXR8R5ABHxYxExD1wIfDAidk+yaEmSJEmSJI2nzEwgMnMHsGPBc1f2/byT3mVikiRJkiRJmkGlBoEkSZIkSZKa6iVn/db4nU59Rv2FTJm3VpckSZIkSeoAZwKN6ewX/eb4nY5v3+ihxnPuxquqdTxmda11SJIkSZK6y5lAkiRJkiRJHeBMIEmSpJb5Nz95TaV+f/Y376y5EnXBptOvHN1oMUc741mSlpszgSRJkiRJkjrAQSBJkiRJkqQO8HIwSZ21ecN/rNTv5tvH/3rJ5fwsafOJv7J8H/bS5yzfZ0mSpFbZfMLlY/e5+a73TqCS7nAmkCRJkiRJUgfM1EygzcdfVqnfzV++ruZKJGk2bD7mreN3Oue4+guRJEkaYPPRl1br+NMn1FuIpJGcCSRJkiRJktQBDgJJkiRJkiR1wExdDracNh/1pmodT1pTbyFqnE1HXDJ+p3XeOFWSNPs2H/tLFTp5CarUJpsO+/dj94lDnjmBSjQt566+eOw+tzz84QlUsrgq9QGw8eR6C2koZwJJkiRJkiR1QGdnAklSVecccOHYfVY+b/0EKlEXnHvIRWP3OeDoIydQiZZq89wbKvW7ed/v1VyJmqbKcaCqWx75w2X7LE1WlfMVgBWrV9dcibqgat5WrnM26XIrNRMoIjZFxJ6I2BsRVyzy+qqI+Fjx+mcjYl3dhUqSJEmSJKm6kTOBImIFcD1wDjAP7IyI7Zl5e1+z1wIPZOaJEbEF+G3gFZMoeDGV/ir/7LkJVKJpqTryXMWKZx2+bJ8laTYt5zHngGc8Y9k+S5KqHN9W/MgpE6hEkjQJZWYCnQnszcy7MvNxYBtw/oI25wP77wT1R8BLIiLqK1OSJEmSJElLUWYQaA1wd9/j+eK5Rdtk5hPAg8AP1VGgJEmSJEmSli4yc3iDiAuBczPzdcXjXwTOzMw397XZXbSZLx5/qWjzrQXvdQmw//u1Twb2DPjYI4D7x1+dmdaldTouM2u93m6M7IyryfulbbVPKzdN3o7DtHG9luWYM8HjTRVN2I9NrXEWf1c1YVuW0fb1mNVjTtu3e5M05ZgzTW3Yz3Vr2jFnHE3b322od2BuygwC/SRwVWaeWzz+VYDMfFdfm1uKNn8TESuB+4C5HPXmgz9zV2ZurNJ3VrlOs6nJ62Dt9ZilWurUxvVq4zqN0oR1tsb6NKXOUVyP6WhavYO0YT3asA6T5jZ6ujZvk6atW9vrLXM52E5gfUQcHxEHAVuA7QvabAcuLn6+APiLqgNAkiRJkiRJqt/IbwfLzCciYitwC7ACuCkzd0fE1cCuzNwO3Ah8JCL2At+mN1AkSZIkSZKkGTFyEAggM3cAOxY8d2Xfz48CdX5f7g01vtescJ1mU5PXwdrrMUu11KmN69XGdRqlCetsjfVpSp2juB7T0bR6B2nDerRhHSbNbfR0bd4mTVu3Vtc78p5AkiRJkiRJar4y9wSSJEmSJElSw019ECgiLoyI3RHxZERsXPDar0bE3ojYExHn9j2/qXhub0RcsfxVlxcRV0XEPRFxW7H8TN9ri65fEzRpH0B7ctb0PE1zm7YlA8M0PR/DNG1fjKtp+WxK1mY5N03b52U0JRdlNGBbtyo/bcnOLG/jWdGWfV23tmSnycemJmaz8rbLzKkuwCnAycCtwMa+5zcAfwesAo4HvkTvxtQrip9PAA4q2myY9noMWb+rgMsXeX7R9Zt2vSXXqVH7oE05a3Kepr1N25KBtuZjlrOzTOvYqHw2IWvT3kZt2+dtyUUbstPG/LQhO7O+jWdlacO+nsA2aU12mnxsalo2l7Ltpj4TKDPvyMw9i7x0PrAtMx/LzC8De4Ezi2VvZt6VmY8D24q2TTNo/ZqgcfugAzlrQp6muk07kIFhmpCPYdq0LxbVonzOUtZmdRsBrdrnZcxSLsqY+W3dofw0KTtN3cazokn7um6tyU5Lj02zms3K227qg0BDrAHu7ns8Xzw36PlZtjUivhARN0XE4cVzTVyP/Zpc+0JNzFlT8zSrNTYxA8M0NR/DNL3+pZjlfM561maplnHM8j4vY9ZzUUbT6u3X5Pw0PTtNqnXamr6v69aFdW/KsalJ2axcV6mviF+qiPhfwFGLvPRrmfkng7ot8lyy+MDVVL/ibNj6Ab8LXEOvxmuA9wGvYfD6NcFM1t6WnLU4TxOvsS0ZGKbF+Rim6fUDzctnC7I29Vqats/LaEEuypiJetuWnw5kp0m1TlQH9nXdGrXuTT42tSybletalkGgzDy7Qrd54Ji+x2uBe4ufBz0/FWXXLyJ+H/hU8XDY+s26may9LTlrcZ4mXmNbMjBMi/MxTNPrB5qXzxZkbeq1NG2fl9GCXJQxE/W2LT8dyE6Tap2oDuzrujVq3Zt8bGpZNivXNcuXg20HtkTEqog4HlgP/F9gJ7A+Io6PiIOALUXbmRQRR/c9fBnwD8XPg9avCRq1D0ZoVM4anqeZ3KY0LAPDNDwfwzRuX9RoJvPZkKw1NTczuc/LaEguypj5bT1EI/PTkuzM9DaeFS3Z13XrQnZm/tjUwGxW3nbLMhNomIh4GfABYA74nxFxW2aem5m7I+LjwO3AE8Clmfn9os9W4BZ6d8S+KTN3T6n8Mq6NiNPpTc36CvB6gGHrN+sy84mG7YM25ayxeZp2blqUgWEam49hpp2d5dDAfM581mY9Nw3c52XMfC7KmPXsQCvz0/jsNCE3M6Lx+7pubcpOw49NjcrmUnITmbNwOZskSZIkSZImaZYvB5MkSZIkSVJNHASSJEmSJEnqAAeBJEmSJEmSOsBBIEmSJEmSpA5wEEiSJEmSJKkDHASSJEmSJEnqAAeBJEmSJEmSOsBBIEmSJEmSpA74/8/ZJ1jyKKSxAAAAAElFTkSuQmCC\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 482.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  146.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2 146.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  48.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5 48.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  239.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 239.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  363.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 363.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  390.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 390.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  485.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 485.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  196.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 196.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  220.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 220.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  456.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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QG7qSHbqQGyaZCbQvyUNGHh+b5IsrG1XV05Kcn+TZrbU7Vnuh1tq7W2u7Wmu7tm/f3qVeekp26EJu6EJu6Ep26EJu6Ep26EJumGQm0NVJTqyqE5J8IcnZSV4w2qCqTkvyG0l2t9b+aepV9tQj/vCiDfe58ccv2IRKAAAAFtfOn+9wu/cfnH4dMGvrzgRqrd2Z5LwkVya5IckHWmvXVdVFVfXsYbO3JDk8yR9U1Ser6vJNqxgAAACADZtkJlBaa1ckuWLFugtGfn7alOsCAAAAYIomuSYQAAAAAAtuoplAACy/F3/sZRvuc/Exm1AIC+XUV3a4xkLiOgtAJydf0PE7Z8dUywB64pE/2/E75wnTrWOazAQCAAAA6AEzgYAkyfG/9ZYN9/nsszahEAAAADaFmUAAAAAAPWAm0JJ52Fvf1qnfP7xwyoUAAKzhUa/qcJ2Fp0y9DADoFTOBAAAAAHrAIBAAAABADxgEAgAAAOgBg0AAAAAAPeDC0Bu08xc2fhHD61//qk2oBAAAAGByZgIBAAAA9ICZQFvgR17T4RaoSfK46dYBAAAA9JeZQAAAAAA9YCYQbIEffXm32WAf/03XkwJgvj3uJ9/areOD/S0SALaa374AAAAAPWAmEAAAsOWedNZbNt7pVP98ATgYZgIBAAAA9EBvh9J/7AUdz19/qHEzYOs8+qc3fj2pT5y/CYXQC099yhs23ulR955+IQAAbAojGgAAAAA9YBAIAAAAoAd6ezoYLIKnPXnjp2ac1O1u9AAAMPee/vjXd+v45PtMtxBYUGYCAQAAAPSAmUD01u5HX7B1b/aYI7fuvQAAADjAMx570cY7PfGI6RcyY2YCAQAAAPSAmUAAACRJzth14cY7PWz5/krKxuw+9Re7ddxx3+kWAsC6zAQCAAAA6AGDQAAAAAA9YBAIAAAAoAdcE4il8PRDnrfhPoc+6uRNqARWd+aJ/6Vbx90Pmm4h9MKZO17VreOO7dMtBACAuWImEAAAAEAPmAkE9Nbuo87t1O/Pbn33lCsBgPlw5vZXbLzTg80iBFgUZgIBAAAA9ICZQAAb1OUaVNsedsImVMKs7D7yZRvu82df/61NqATogzPu85IN97nyO7+7CZWwSLr8rkq29vdVpxp37ph6HSyW3fd7ebeOJz1kuoUsqIlmAlXV7qq6sar2VtXrVnn+sKp6//D5j1XVjmkXCgAAAEB36w4CVdWhSd6Z5MwkO5M8v6p2rmj20iRfb609PMnbk7xp2oUCAAAA0N0kp4OdnmRva+2mJKmqy5KcleT6kTZnJblw+PMHk7yjqqq11jZSTJdTLDo7+7Fb914AQO91OaUncVoP3XQ9rt52//tPuRJg0Zxx7xdvuM+V3710y96r7n2vTu/FwCSngx2T5OaRx/uG61Zt01q7M8ltSfwGAQAAAJgTtd5knap6XpIzWmsvGz5+cZLTW2s/PdLmumGbfcPHnxm2+eqK1zo3yf57Mj8iyY3T+iAdHJXk1hm+/yTmvcZx9R3fWpvqvULnLDuj5n0fzavVtlufctOFrG3Rd86C5UYuJrMo3znLsj+X/XNsxXfOsmzDcfr4+ebxO2fUMuyTRf8MfTrOWZR9tch1js3NJINAP5bkwtbaGcPHP5ckrbU3jrS5ctjmf1fVtiS3JNm+0dPBtlJVXdNa2zXrOtYy7zXOe31bwTboxnbbONvMNliNbTKZRdlOi1LnenyOxX7vreDzzZ9FrHmlRf8Mi17/RizKZ13WOic5HezqJCdW1QlVdc8kZye5fEWby5OcM/z5uUk+PM8DQAAAAAB9s+6FoVtrd1bVeUmuTHJokktaa9dV1UVJrmmtXZ7kPUkuraq9Sb6WwUARAAAAAHNikruDpbV2RZIrVqy7YOTn25Ns4a29puLdsy5gAvNe47zXtxVsg25st42zzWyD1dgmk1mU7bQoda7H51js994KPt/8WcSaV1r0z7Do9W/EonzWpaxz3WsCAQAAALD4JrkmEAAAAAALrheDQFX1vKq6rqruqqpdK577uaraW1U3VtUZI+t3D9ftrarXbXG9F1bVF6rqk8PlmevVu9VmuX1mZdFyNI9sj8nI2t0t++dbj0x0M6/boKreUlWfrqprq+qPquqHRp5bqP25rNncqhqXKQurWdZ8jLMItS9D5pYxV/Ne38FYhMwtaqY619BaW/olyclJHpHkqiS7RtbvTPL3SQ5LckKSz2Rw8etDhz8/NMk9h212bmG9FyZ5zSrrV613BttzpttHjhZzsT02tK1kTXZkYolzk+QZSbYNf35Tkjct6v5cxmxuZY3LlIW+5GMectP3zC1brua9vj5kbhEzdTA19GImUGvthtbajas8dVaSy1prd7TWPptkb5LTh8ve1tpNrbXvJbls2HbWxtW71eZ1+2yqJcrRrNgeE5K1u1n2z7cumehkbrdBa+3PW2t3Dh9+NMmxw58Xbn8uaTa3rMZlysJqljQf4yxE7cuQuSXM1bzXd1AWIXMLmqnONfRiEGgNxyS5eeTxvuG6ceu30nnDKXOXVNWRw3XzUNc81TEv5jlH88T2OHh9zdqyf76D0ddMTGJRtsG/T/Knw5+XaX8u8meZVY3LmoXVLOPnW8Taly1zi/oZ5r2+aVq0zM1zjZ1rmOgW8Yugqj6U5OhVnjq/tfbH47qtsq5l9cGxqd5Gba16k/xakouH73lxkrdm8D/MuHq32rzUMXWLlqMFs7S56ULWNqQX2ZGJqZtpbibZn1V1fpI7k/ze/m6rtJ/5/uxhNqeanWXKwmp6mI9x5uZ31TJkrme5mpvsdLUImVvCTHXOzdIMArXWntah274kDxl5fGySLw5/Hrd+Kiatt6p+M8mfDB+uVe9Wmpc6pm7RcrRgljY3XcjahvQiOzIxdTPNzXr7s6rOSfKsJE9tw5P7M6f7s4fZnGp2likLq+lhPsaZm99Vy5C5nuVqbrLT1SJkbgkz1T03q10oaFmX3P1CT6fkwAs93ZTBBZa2DX8+If//IkunbGGdDxr5+VUZnIc4tt4ZbMeZbp9ZL4uSo3lbbI9O20zWZEcmljA3SXYnuT7J9hXrF3Z/LlM2t7LGZczCsudjHnIjc8uVq3mvr0+ZW6RMHUwNMw/FFm2gf5fBSNkdSb6c5MqR587P4KraNyY5c2T9M5PsGT53/hbXe2mSTyW5NsnlOXBQaNV6Z7BNZ7Z95GhxF9tj4u0ka7IjE0ucmwwuLHlzkk8Ol19f1P25rNncqhqXKQt9ysesc9P3zC1jrua9vmXP3KJmqmsNNewMAAAAwBLr+93BAAAAAHrBIBAAAABADxgEAgAAAOgBg0AAAAAAPWAQCAAAAKAHDAIBAAAA9IBBIAAAAIAeMAgEAAAA0AP/DwQZ36/kBMO1AAAAAElFTkSuQmCC\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 456.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  473.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 473.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  414.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 414.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  86.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 86.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  291.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "1 291.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  470.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "4 470.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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hZJvgd7Lc31iQFlmz6kX8LWLCRGQYWSP4j7yZsxCiVQhxSghxMlXaEkKUCCG+FkI0D5+LR9V4lraSUYCLwGyu73NZnY2+RyhfK1D2q+/+HXhh+PoF4N9G03a2NDgXN3NOS9U8WwT/1mbOlVnqeyQYddX8ZshWJDeizZxvIUZdNb8ZsqXBI9rM+VYhk1XzbBF8DKgSQswSQmjAWuCLLPX9VyGEyBdCFKSugUeA0wzJ96fh2/4EfD6a9rNiIqSUhhAitZmzAvyHvMWbOd8AH/Dn4TRoqmr+lRDiGLBLCPHPDFfNR9P4RCSXYUxEchnGBMEZxgTBGcYEwRnGBMEZxgTBGcYEwRnGBMEZxv8Ck2DiPT1aDmoAAAAASUVORK5CYII=\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  14.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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kHnAQSJIkSZIkqQeWTbsASZKkYfx8y4G1+i3Z5/YxVyJJktROzgSSJEmSJEnqAQeBJEmSJEmSesBBIEmSJEmSpB5wEEiSJEmSJKkHvDC0JEmSJEnSmLzlhreM3OeyfSdQyBycCSRJkiRJktQDzgSSBMCR15w1cp8bDp9AIZIkSWN22P/8g5H7fP3ICRQiSVPmTCBJkiRJkqQecCaQJKm2gz97bq1+t/zCmAuRJEmStCBnAkmSJEmSJPWAg0CSJEmSJEk94CCQJEmSJElSD3hNIEmStOhO/dobR+5zyYoJFKJWOWLj79fqt+mIMRciSVJLORNIkiRJkiSpBxwEkiRJkiRJ6oGhBoEiYn1E3BYRmyPizDkePz0ibomImyLi7yJi//GXKkmSJEmSpLoWHASKiKXAR4ANwBrgdRGxZlazfwLWZuahwGeAC8ddqCRJkiRJkuob5sLQ64DNmXkHQERcBZwA3DLTIDP/vtL+euAN4yxSkiRJkqTFtOqKC2r1u2P9mAuRxmiY08FWAHdWbt9V3jfIycA121OUJEmSJEmSxmuYQaCY476cs2HEG4C1wEUDHj8lIjZFxKZ77rln+CrVe2ZHdZgb1WFuVJfZUR3mRnWZHdVhbjTMINBdwL6V2yuBu2c3iohjgLOA4zPzsbl+UWZemplrM3Pt8uXL69SrnjI7qsPcqA5zo7rMjuowN6rL7KgOc6NhBoFuAFZHxAERsSNwEnB1tUFEHA58lGIA6IfjL1OSJEmSJEnbY8FBoMx8AjgNuBa4Ffh0Zt4cEedGxPFls4uAXYC/iIhvRMTVA36dJEmSJEmSpmCYbwcjMzcCG2fdd3bl52PGXJckSZIkSZLGaJjTwSRJkiRJktRyQ80EkiR135r3Xjx6p7Xjr0PtsurSOb8QdEHrjxxzIZIkSVqQM4EkSZIkSZJ6wJlAHXPk22t8kg/ccN6YC5EkSZIkSY3iTCBJkiRJkqQecCZQg637zQ+N3mmHGH8hapVDT683G2yHY8dciCRJ86hzHbKdXz6BQiRJ6hFnAkmSJEmSJPWAg0CSJEmSJEk94OlgkiRJkqROO/ydNS6Z8JLx1yFNmzOBJEmSJEmSesCZQJIkSZIW3RHvGH1mxtc/+q4JVCJJ/eFMIEmSJEmSpB5wEEiSJEmSJKkHHASSJEmSJEnqAa8JJEmSAHjJWz80eqeXjr8OSZIkTYYzgSRJkiRJknrAmUCSJEmq7eW/8sF6HQ9eOt5C1Au183byeOuQ1A+v+A/19jnPf++YCxkjZwJJkiRJkiT1gDOBJEmSJEmL7uij/nDkPn93XYOnWGhRHLX+glr9rvvCe8ZcSTs5E0iSJEmSJKkHHASSJEmSJEnqAU8HWwTHveR99Toesut4C1Hr1JkiyxFPG38hkiRJUgO8et259Tq+xP9b9d0xr6rxf6tn7jj+QqbMmUCSJEmSJEk94EwgSVoE6w87u1a/L3yj5qdd6rXan5K+cJfxFiJJkqRGcSaQJEmSJElSD/R2JtCGg86s1e+a2z4w5kokSRpsw5oaX4W7y87jL0S9sP5FZ43eafUe4y9ErVL7+pdH7DbeQiRJC3ImkCRJkiRJUg/0diZQXRtWvWv0Tst3H38hapUNB76nXsfnPGO8hUiSpmbDc8+o1e+aOz64aOvi6TvV6yepcTbs81u1+l2z5ZJFWxcHr6zXTxNV5z2kznuVpsOZQJIkSZIkST3gTCBJarANy09dvJW9/aDFW1fLrX/GW0fu84UHL59AJZI0XhtWv3v0Trs/ffyFSOqFWrPIDtt//IX0iDOBJEmSJEmSesCZQOqEOrMlrrnnTxZtXezhtX2kvjt2ya/W6rfs4NVjrkSSpMHqvF8t22v5BCqRNAnOBJIkSZIkSeoBZwJJ6q26MzPqWHroCxZtXZK6pdan8qu8XoIkafHUnvHsLLJFN9RMoIhYHxG3RcTmiDhzjsd3iohPlY9/NSJWjbtQSZIkSZIk1bfgIFBELAU+AmwA1gCvi4g1s5qdDPwoM58PXAxcMO5CJUmSJEmSVN8wp4OtAzZn5h0AEXEVcAJwS6XNCcA55c+fAT4cEZGZOUoxi3lqxrLVz1u0damZak9ZfNazxlyJJEnSYMc9/U0j97n2kY9PoBJJUtsNczrYCuDOyu27yvvmbJOZTwAPAv5PWZIkSZIkqSFiock6EfGrwHGZ+bby9huBdZn525U2N5dt7ipvf6tsc9+s33UKcEp58yDgtnlWvSdw72ib02hd2x4YvE37Z+ZYr/A1Ynbm0pXnv8vb0cTczOjC897lbRhrdubJTReew/l0efuasM/p2/PbBdPe50xCG1+rrtTc5OOcpmnjaz4Obd3ndOH1avs2jLTPGWYQ6N8A52TmceXt3wPIzPdX2lxbtvnHiFgGbAGWj3o62Kz1bsrMtXX7N03XtgfatU1tqnU+bsd0tK3eubgN7V//pHV5+5qwbU2oYVK6um1d3K42bpM1909fn7+2bndb665q+zaMWv8wp4PdAKyOiAMiYkfgJODqWW2uBt5c/nwi8KXtGQCSJEmSJEnSeC14YejMfCIiTgOuBZYCl2fmzRFxLrApM68GLgOujIjNwP0UA0WSJEmSJElqiGG+HYzM3AhsnHXf2ZWfHwXG/dVel475901b17YH2rVNbap1Pm7HdLSt3rm4De1f/6R1efuasG1NqGFSurptXdyuNm6TNfdPX5+/tm53W+uuavs2jFT/gtcEkiRJkiRJUvsNc00gSZIkSZIktVwjB4Ei4oyIyIjYs7wdEfFHEbE5Im6KiCOmXeOwIuKiiPhmWfdfRsTulcd+r9ym2yLiuGnWOaqIWF/WvTkizpx2PfNpe566lKE25aaqzRnqSn6akJ0252CQruRjkCbkplJLp/JjdtqpTTlsY8a6mpvF0MbXe5zanJ027VequpC52rnJzEYtwL4UF6H+LrBned8vAdcAAbwU+Oq06xxhe14NLCt/vgC4oPx5DXAjsBNwAPAtYOm06x1ym5aW9T4X2LHcjjXTrqureepKhtqUmy5lqAv5aUJ22p6DLuejybnpcn7MTvuWtuWwbRnram58vc3OArW3ar8yq/ZWZ257ctPEmUAXA+8GqhcrOgH4eBauB3aPiGdPpboRZeYXM/OJ8ub1wMry5xOAqzLzscz8NrAZWDeNGmtYB2zOzDsy83HgKortaaLW56lDGWpTbqpanaGO5KcJ2Wl1DgbpSD4GaUJuZnQuP2anlVqVwxZmrKu5WRQtfL3Hqc3ZadV+paoDmaudm0YNAkXE8cD3MvPGWQ+tAO6s3L6rvK9t3koxKgrt3qZW1N7RPLU5Q22rt4sZamt+plprB3MwSFvzMUgjtqEn+TE7DdeBHLYhY02tq43a8HqPUyu3sQP7lao2Zq52nUN9Rfw4RcTfAvvM8dBZwHsppmU9pdsc9zXma83m26bM/OuyzVnAE8Cfz3Sbo31jtmkBjam9K3nqSYYaWW8XMtSD/Ey81i7kYJAe5GOQRduGrubH7Gyj8dvQxhx2LGNNrasxOvZ6j1Njt7GN+5Wqjmeudp2LPgiUmcfMdX9EvIjinLsbIwKK6Vhfj4h1FKNa+1aarwTunnCpQxu0TTMi4s3ALwNHZ3kCHw3fpgU0pvau5KknGWpkvV3IUA/yM/Fau5CDQXqQj0EWbRu6mh+zs1UrtqGNOexYxppaV2N07PUep8ZuYxv3K1Udz1z9OrMBFzWaawG+w5MXl/p3bHtxqf877fpG2I71wC3A8ln3H8K2F5y6gwZecGrANi0r6z2AJy9Cdci06+pqnrqSoTbmpgsZ6kJ+mpSdtuagy/loQ266mB+z096lLTlsW8a6nhtfb7OzwDa0Yr8yq+ZWZ257crPoM4Fq2khxlfHNwE+At0y3nJF8mCJAf1OOkl6fmadm5s0R8WmK4D0BvDMzfzbFOoeWmU9ExGkUV4JfClyemTdPuaxRtC1PnchQB3JT1aYMtT4/Dc5Om3IwSOvzMUiDczOj7fkxO93Q5By2KmM9y80ktOr1HqcOZqfJ+5WqVmdue3IT5SiSJEmSJEmSOqxR3w4mSZIkSZKkyXAQSJIkSZIkqQccBJIkSZIkSeoBB4EkSZIkSZJ6wEEgSZIkSZKkHnAQSJIkSZIkqQccBJIkSZIkSeoBB4EkSZIkSZJ64P8D3yUUR5L3uy4AAAAASUVORK5CYII=\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2 14.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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AzalqOVPLP5bSdrUILvtjzpWCEKJeCLHM+Q/8BvgvJuXbPXXYbuBIKe1XxUTIMj/mXGG0AoenUo9O1fzfhBAXgENCiOeYqpqX0vhSJFdhLEVyFcYSwRXGEsEVxhLBFcYSwRXGEsEVxhLBFcYSwRXG/wGQFt1zwl0BhQAAAABJRU5ErkJggg==\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  92.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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MjuowN6rL7KgOc6NOLgcbA/apPN4b+HmLNtdl5m+BWyNiE0VRaF21UWauAdYALFu2bGIhSWrL7AynmfoZw7rMjeowN6rL7KgOc6O6zI7qMDfq5EygdcCSiNg/IrYHVgFrJ7T5CvBigIjYneLysFt6OVBJkiRJkiTVN2URKDO3AGcAVwE3AV/IzA0RsToiji+bXQXcExEbgW8B78jMe/o1aEmSJEmSJE1PJ5eDkZlXAFdMeO7syr8TOLOcJEmSem7YL0GVJEkadp1cDiZJkiRJkqQRZxFIkiRJkiSpASwCSZIkSZIkNYBFIEmSJEmSpAawCCRJkiRJktQAFoEkSZIkSZIawCKQJEmSJElSA8wb9AAkSZKkfvrdnUun3WfOnjf3YSSSJA2WZwJJkiRJkiQ1gEUgSZIkSZKkBrAIJEmSJEmS1AAWgSRJkiRJkhrAIpAkSZIkSVIDWASSJEmSJElqAItAkiRJkiRJDWARSJIkSZIkqQEsAkmSJEmSJDWARSBJkiRJkqQGsAgkSZIkSZLUAB0VgSJiRURsiojNEXHWJO1OjIiMiGW9G6IkSZIkSZK6NWURKCLmAhcBK4GDgZMi4uAW7RYAfw18t9eDlCRJkiRJUnc6ORNoObA5M2/JzMeAy4ATWrQ7FzgfeKSH45MkSZIkSVIPdFIEWgTcXnk8Vj73hIg4HNgnMy/v4dgkSZIkSZLUI50UgaLFc/nEzIg5wIeAt035QhGnRcT6iFh/1113dT5KNZ7ZUR3mRnWYG9VldlSHuVFdZkd1mBt1UgQaA/apPN4b+Hnl8QLgUODqiLgNeB6wttXNoTNzTWYuy8xlCxcurD9qNY7ZUR3mRnWYG9VldlSHuVFdZkd1mBt1UgRaByyJiP0jYntgFbB2fGZmPpCZu2fm4sxcDFwHHJ+Z6/syYkmSJEmSJE3blEWgzNwCnAFcBdwEfCEzN0TE6og4vt8DlCRJkiRJUvfmddIoM68Arpjw3Nlt2h7V/bAkSZIkSZLUS51cDiZJkiRJkqQRZxFIkiRJkiSpASwCSZIkSZIkNYBFIEmSJEmSpAawCCRJkiRJktQAFoEkSZIkSZIawCKQJEmSJElSA1gEkiRJkiRJagCLQJIkSZIkSQ1gEUiSJEmSJKkBLAJJkiRJkiQ1gEUgSZIkSZKkBrAIJEmSJEmS1AAWgSRJkiRJkhrAIpAkSZIkSVIDWASSJEmSJElqAItAkiRJkiRJDWARSJIkSZIkqQEsAkmSJEmSJDWARSBJkiRJkqQG6KgIFBErImJTRGyOiLNazD8zIjZGxA0R8Y2I2K/3Q5UkSZIkSVJdUxaBImIucBGwEjgYOCkiDp7Q7AfAssx8NvAl4PxeD1SSJEmSJEn1dXIm0HJgc2bekpmPAZcBJ1QbZOa3MvPX5cPrgL17O0xJkiRJkiR1o5Mi0CLg9srjsfK5dt4AfLWbQUmSJEmSJKm3OikCRYvnsmXDiNcAy4APtJl/WkSsj4j1d911V+ejVOOZHdVhblSHuVFdZkd1mBvVZXZUh7lRJ0WgMWCfyuO9gZ9PbBQRLwXeAxyfmY+2eqHMXJOZyzJz2cKFC+uMVw1ldlSHuVEd5kZ1mR3VYW5Ul9lRHeZGnRSB1gFLImL/iNgeWAWsrTaIiMOBv6MoAP2y98OUJEmSJElSN+ZN1SAzt0TEGcBVwFzgkszcEBGrgfWZuZbi8q+dgC9GBMBPM/P4Po5bkiRJDfPcN3+oVr/1f9PjgUiSNKKmLAIBZOYVwBUTnju78u+X9nhckiRJkiQNzBEnfbBWv2vr1aulGdHJ5WCSJEmSJEkacRaBJEmSJEmSGqCjy8EkzX4vOPGCafe55sI+DEQj5YXHf6BWv6vX9HggkiRJkqbkmUCSJEmSJEkN4JlAkiRpxh35F9M/+/DbH+3DQCQ1wlErzpt2n29+ovfjkNQMLz52+vucb3yqDwNpwSKQJEmq7UUvq3dJIPOitwORJEnSlLwcTJIkSZIkqQEsAkmSJEmSJDWAl4PNMscuX12r35VrezwQSSPnmOe/d/qddp/f+4FIaoSjj/pv0+904FN6PxBJkto49nn1/r5m5+E9RvZMIEmSJEmSpAawCCRJkiRJktQAXg4mDbG6l/fVsu9TZ+69JA2lWqc8L/TyHEn1rDjs7Gn3ufKHM3hsJEmzkEWgIbbyoHdPv9MCD8YlSZIkSdK2vBxMkiRJkiSpATwTSJIkSbWtXPqueh33elpvByJJk6h1lcVhu/d+INKAWQSSJGmWqf1H+W479nYgktRjK5/59nodly7s7UA0MCt//x31Om7nn74SeDmYJEmSJElSI1gOlSRJkiRJs9rKZ/zV9Dvtt0fvBzJgFoFmwMo93lKv42679HYgs9jKRW+ddp+v/uzDfRiJ1Fsrdj9t2n2uvHtNH0YiaVBW7PrGafe58r6/n7H3ioW/V+u9JKnWH+U7PrX3A5EaZKiKQHUOPKD+gY40U1YuPL1ex/336u1A1BMrdn7dzL3Z9tvN3HtJ6qvjnvLaWv1ih/k9HomaYMVub6rV78p7P97jkUhSb9U9Fg8LiECH9wSKiBURsSkiNkfEWS3mz4+Iz5fzvxsRi3s9UEmSJEmSJNU35ZlAETEXuAg4BhgD1kXE2szcWGn2BuC+zPz9iFgFnAe8qh8DHrTjdjp12n3mWHGUNIOO2+HV9To+96DeDkTSwBwz5xW1+s19mj/bLmn6PDNDGh2dXA62HNicmbcARMRlwAlAtQh0AnBO+e8vARdGRGRm9nCs0lCo8wf2nAUL+jASdav2H0k77dTjkWjU1NkPXPXIZ/swEklNcOz2J0+7z5yddpyx9/raY5+r9V7qr7pfCvl5pbrHyDPFY/HudHI52CLg9srjsfK5lm0ycwvwAOBdAiVJkiRJkoZETHWyTkS8AjguM99YPn4tsDwz31pps6FsM1Y+/nHZ5p4Jr3UaMP5TNwcCm3q1IDNgd+DuQQ9iyLRbJ/tl5sJevtEIZcecdKbVempybqrMUHszss8ZsdyYl87Mpn3OqG7zURy3+5zeGMVt363ZtM8ZBk3JkPuc3mlKZsZNa5/TSRHoCOCczDyufPxugMx8X6XNVWWbf42IecCdwMLZdDlYRKzPzGWDHscwcZ1sy3XSGddTe66b9lw323KddGY2radRXZZRHPcojnkYNXE9NnGZ+6kp67MpyzkTmrYup7u8nVwOtg5YEhH7R8T2wCpg7YQ2a4HxOyafCHxzNhWAJEmSJEmSRt2UN4bOzC0RcQZwFTAXuCQzN0TEamB9Zq4FLgY+HRGbgXspCkWSJEmSJEkaEp38OhiZeQVwxYTnzq78+xFguG8h3r01gx7AEHKdbMt10hnXU3uum/ZcN9tynXRmNq2nUV2WURz3KI55GDVxPTZxmfupKeuzKcs5E5q2Lqe1vFPeE0iSJEmSJEmjr5N7AkmSJEmSJGnEWQSaREScExE/i4gfltOfVOa9OyI2R8SmiDhukOMchIhYUS775og4a9DjGTSz0hlz054ZmpzZ2Zp56cxsys0obvOI+EBE/FtE3BAR/xgRu5TPL46I31SW5WODHutEsyk7gzKKme2WuemtJmXI7PRGkzID9XPj5WCTiIhzgIcy84IJzx8MXAosB/YCvg4szczHZ3yQAxARc4GbgWOAMYpfkDspMzcOdGADZFamZm4mZ4baMzvbMi9Tm225GcVtHhHHUvxi7JaIOA8gM98VEYuByzPz0EGOr53Zlp1BGcXMdsPc9F5TMmR2eqcpmYHucuOZQPWcAFyWmY9m5q3AZopANcVyYHNm3pKZjwGXUawTbavpWakyN/WYIbMzHeblSU3JzdBu88z8WmZuKR9eB+w9yPFMQ1OyMyhDm9kumZuZM9syZHb6b7ZlBrrIjUWgqZ1RnsZ8SUTsWj63CLi90masfK4pmr787ZiVybkupmaGWnMdtGZeJjcb18Uob/PXA1+tPN4/In4QEd+OiCMHNag2RmWdjoJRzux0zdblGrQmZGi2Lc+gNSEz0MUyNb4IFBFfj4gbW0wnAB8FDgAOA+4APjjercVLNem6ukYuv1npWuPXhRmqrZHrwLx0beTWxShu8ynGPN7mPcAW4LPlU3cA+2bm4cCZwOciYueZGnMHRi47gzKKme2j2bpcfWWGgNm3PH1lZp5Qe5nm9XggIyczX9pJu4j4OHB5+XAM2Kcye2/g5z0e2jBr5PKbla41fl2YodoauQ7MS9dGbl2M4jafaswRcSrwZ8DRWd6IMjMfBR4t/319RPwYWAqs7/NwOzVy2RmUUcxsH83W5eorMwTMvuXpKzPzhNrL1PgzgSYTEc+oPPwL4Mby32uBVRExPyL2B5YA35vp8Q3QOmBJROwfEdsDqyjWSWOZlY6Ym0mYoUmZnQnMS0dmVW5GcZtHxArgXcDxmfnryvMLo7ihJRHxTIox3zKYUbY0q7IzKKOY2S6Zmx5rUIbMTo80KDPQRW4afybQFM6PiMMoTqu6DXgzQGZuiIgvABspTm/+q1G+s/h0lb/ycQZwFTAXuCQzNwx4WINmVqZgbqZkhtowOy2ZlynMwtyM4ja/EJgP/J+IALguM08HXgisjogtwOPA6Zl57+CGubVZmJ1BGcXM1mZu+qIRGTI7PdWIzEB3ufEn4iVJkiRJkhrAy8EkSZIkSZIawCKQJEmSJElSA1gEkiRJkiRJagCLQJIkSZIkSQ1gEUiSJEmSJKkBLAJJkiRJkiQ1gEUgSZIkSZKkBrAIJEmSJEmS1AD/Hxpt0kSdsPe9AAAAAElFTkSuQmCC\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 92.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  108.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 108.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  280.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 280.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  284.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5 284.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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6rJfb7eb48eNkZmZy3XXX8cADD1BTU8OECRM4deoUgUCgz038Q4fKkeTqHf/IC/f5fHz44YfMnj2bBQsWMHr0aFwuF9XV1RQVFYVXGj3//PNkZmby1ltv4XQ6mTp1Kk6ns5dd19f+4m6Df0toT/errTNWFIWUlBSysrIoKSlhy5YtvP/++yQlJdHR0UFzczO33347TU1NNDc34/F4WLduHStWrEBzHbVchNZPtFrgQJCwBEcuqYq2Okjzh4PBIKmpqQSDQR577DFmzZrFQw89hNVqZdOmTYwaNYoLFy7g8Xj48ssvaWtr44knnmDnzp3s3buXgoICSkpK+vQfixpdwhIMfZfQ9rcE69VXX2X69Ons3bsXVVVZtmwZhw4d4pFHHuHSpUvccccdOJ1O8vPzWb9+PRs3bmTMmDE4HA4WL17Mvn37uHjxYp9JhpoMg0HC2uBItyza9H7t4seOHcucOXPCNTar1cq+fftYtmwZ1dXVmEwmxowZg81mw+/3U1dXx5IlSwiFQjidTiZPngxwVVM0ECSkBusngWhBwJWGa3d3N2vWrOHOO+9k7NixjB8/PlyjW79+PY8//jjJyclUVVURCoW4+eabOX78OA6HA4vFgsvl4osvfn0bTiz94AG/mG5AnQnRARwfsg4Hh1GA+xrPnSClvC7aD0NtIo7r0p0JDSFERSxkTUgT8UfCMMFxxlATvGmI+xsMYiLrkD7k/owYNhFxxpARLBL4Zc5CiHohxGEhRLUQouLysXQhxD+FECcvf48YUOP6FTzx+tDz6sVTQBZgAv4NTBuKvq9RvnpgVMSxEmDD5e0NwP8NpO2h0uDf48ucY1I1HyqCo73M+YYh6vtaMOCq+dUwVJHcNb3M+TfEX6SU54QQo4F/CiF+iVXDQ6XB1/Qy598K+qo50KtqDjCYqvlQERyXlznHAvGumg+JiZBD8DLnQWAM8PnlHHAS8KmUcrcQ4mdgmxBiNXAa+O+BND4cycUZw5FcnDFMcJwxTHCcMUxwnDFMcJwxTHCcMUxwnDFMcJzx/w8KpcrUExXfAAAAAElFTkSuQmCC\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  147.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 147.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  421.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2 421.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  392.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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X2VEd5kaD/DrY5cDqiDgc+BawCej95a9/orgC6MKIOIDi9rBrR9lRjVedX3nyF54kSVIbeJ4jSWq6Sf3y8oJXAmXmPcDpwFbgKuADmbk9Is6OiOPLZluB70bElcAngZdn5ncX1RNJkiRJkiSNzSBXApGZFwMX94x7deXvBM4oB0mSJEmSJDXMIN8JJEmSJEmSpJazCCRJkiRJktQBFoEkSZIkSZI6wCKQJEmSJElSBwz0xdCSJEnTNqmfTpUkSZpVXgkkSZIkSZLUARaBJEmSJEmSOsDbwSRJkiRJGpE6ty9767ImxSuBJEmSJEmSOsAikCRJkiRJUgdYBJIkSZIkSeoAi0CSJEmSJEkdYBFIkiRJkiSpAywCSZIkSZIkdYBFIEmSJEmSpA6wCCRJkiRJktQBFoEkSZIkSZI6wCKQJEmSJElSB1gEkiRJkiRJ6gCLQJIkSZIkSR1gEUiSJEmSJKkDBioCRcSGiLg6InZExJm7aPfMiMiIWDu6LkqSJEmSJGlYCxaBImIpcB6wEVgDnBgRa/q02wv4Q+CyUXdSkiRJkiRJwxnkSqB1wI7MvDYz7wYuAk7o0+41wDnAXSPsnyRJkiRJkkZgkCLQSuCGyuOd5bifi4ijgUMy8yMj7JskSZIkSZJGZJAiUPQZlz+fGLEEeDPw0gWfKOK0iNgWEdtuvvnmwXupzjM7qsPcqA5zo7rMjuowN6rL7KgOc6NBikA7gUMqjw8Gvl15vBfwKOBTEXE98DhgS78vh87M8zNzbWauXbFiRf1eq3PMjuowN6rD3Kgus6M6zI3qMjuqw9xokCLQ5cDqiDg8IpYDm4AtcxMz87bMPCAzV2XmKuBS4PjM3DaWHkuSJEmSJGnRFiwCZeY9wOnAVuAq4AOZuT0izo6I48fdQUmSJEmSJA1v2SCNMvNi4OKeca+ep+2xw3dLkiRJkiRJozTI7WCSJEmSJElqOYtAkiRJkiRJHWARSJIkSZIkqQMsAkmSJEmSJHWARSBJkiRJkqQOsAgkSZIkSZLUARaBJEmSJEmSOsAikCRJkiRJUgdYBJIkSZIkSeoAi0CSJEmSJEkdYBFIkiRJkiSpAywCSZIkSZIkdYBFIEmSJEmSpA6wCCRJkiRJktQBFoEkSZIkSZI6YNm0OyBJkrrnYee8edHzXPP8MXREkiSpQ7wSSJIkSZIkqQMsAkmSJEmSJHWARSBJkiRJkqQOsAgkSZIkSZLUAQMVgSJiQ0RcHRE7IuLMPtPPiIgrI+KKiPjfEXHY6LsqSZIkSZKkuhYsAkXEUuA8YCOwBjgxItb0NPs3YG1mPgb4EHDOqDsqSZIkSZKk+ga5EmgdsCMzr83Mu4GLgBOqDTLzk5n5w/LhpcDBo+2mJEmSJEmShjFIEWglcEPl8c5y3HxOBS4ZplOSJEmSJEkarUGKQNFnXPZtGPFcYC3wxnmmnxYR2yJi28033zx4L9V5Zkd1mBvVYW5Ul9lRHeZGdZkd1WFuNEgRaCdwSOXxwcC3extFxFOAVwLHZ+aP+z1RZp6fmWszc+2KFSvq9FcdZXZUh7lRHeZGdZkd1WFuVJfZUR3mRoMUgS4HVkfE4RGxHNgEbKk2iIijgb+hKAD9++i7KUmSJEmSpGEsW6hBZt4TEacDW4GlwAWZuT0izga2ZeYWitu/9gQ+GBEA38zM48fYb81j3Sl/WWu+S98w4o5IkiRJDfH4Z75p0fN85twxdESSpmzBIhBAZl4MXNwz7tWVv58y4n5JkiRJkiRphAYqAkmSJEmS1CXrfrfmXRavH3FHpBGyCCRJqu0Jv7P4y+sB/s9bR9wRSZ1wzIl/UWu+z715xB2RJKmlBvliaEmSJEmSJLWcVwJJkiRJkiSNyBN/+42LnufTbx9DR/rwSiBJkiRJkqQOsAgkSZIkSZLUARaBJEmSJEmSOsAikCRJkiRJUgdYBJIkSZIkSeoAfx1MmjHHPeHPJrasrR+a2KIkSZIkSUOyCCRJkqSJO+7xr138TIfeb/QdkdQJT33c2Yuf6eF7jr4j0pRZBJIkSbWt/9X/UW/GZ+092o5IkiSN2Pqj/7TejIc1t4DodwJJkiRJkiR1gFcCSZIA2PDoVy5+ptX7jr4jkiRJksbCIlCDbTziFYuf6ZgDR98RTc3GR5y1+Jn2b+6lh5Kk2bPhkTUKyAD7+P0+kqTJqfX/6wfsMfqOTJm3g0mSJEmSJHWAVwJJkiQANj7s5YufaV+vPpwltT4l3c3TSU3OxlV/VG/GtStH2xFNzcZDX1JvxgfvN9qOSC3lUXuRNq588eQW9oD7T25Zkhpp4yH/bdHzXHLDX42hJ5IkqQs2HvSiRc9zyU1vHUNPpP5q/5/c/18D3g4mSZIkSZLUCV4JJEkzps4neACs8Je+JEnS4m3Y9wUTW1bs5W3I0jBmogi0Ye/fW/Q8H7v9XWPoiaZlwwGnTWxZH7vl/IktS5IkaVbVKRzEL+01hp5IUncMdDtYRGyIiKsjYkdEnNln+u4R8f5y+mURsWrUHZUkSZIkSVJ9C14JFBFLgfOA44CdwOURsSUzr6w0OxW4NTMfFhGbgDcAz1lsZ9bvcfJiZyn6uHx5rfmkOrzyTFLT1T2eLjn4wSPuiSRpWo5b8qxa8y174IoR90RtU+c8YutdfzexZS3Z3196G8Ygt4OtA3Zk5rUAEXERcAJQLQKdAGwu//4QcG5ERGbmCPs6UrV3ig86aMQ9kTQtT11+Uq35/uXuv5/YspYe6IlYE9U9hkzKEj8caaS6xbk6J9a1C4GHHlxrPo1XnWNInWNV3WXVtcRf6pFmRt1zI89ZJm+Q28FWAjdUHu8sx/Vtk5n3ALcB+4+ig5IkSZIkSRpeLHSxTkQ8C1ifmS8oHz8PWJeZL6602V622Vk+/nrZ5rs9z3UaMPcNvkcCV49qRRrgAOCWaXdiwuZb58Myc6SXL8x4duZ0KUP91rWJuZmV12TW12Ok2ZnQ/qatr8ks9buJ+5x+2rrNod19h9na54xL21/jcWnzPmcUzEU9Td/nzNLrOkvrAovc5wxSBDoG2JyZ68vHZwFk5usqbbaWbf5vRCwDbgJWNPl2sFGLiG2ZuXba/ZikLq7zOHVpe7ZlXdvSz4W4Hs3T1nWx35Nn36en7f2fBLdRf13fLl1f/7qavt2a3r/FmKV1gcWvzyC3g10OrI6IwyNiObAJ2NLTZgtwSvn3M4FPdKkAJEmSJEmS1HQLfjF0Zt4TEacDW4GlwAWZuT0izga2ZeYW4J3AeyNiB/A9ikKRJEmSJEmSGmKQXwcjMy8GLu4Z9+rK33cBzf6plPE7f9odmIIurvM4dWl7tmVd29LPhbgezdPWdbHfk2ffp6ft/Z8Et1F/Xd8uXV//upq+3Zrev8WYpXWBRa7Pgt8JJEmSJEmSpPYb5DuBJEmSJEmS1HIWgYYQEZsj4lsR8aVy+I3KtLMiYkdEXB0R66fZz3GIiA3luu2IiDOn3Z+26lqGmpqbiHhWRGyPiJ9FxNqeaX1fh6auS9Us5asN23s+s5CvtmapadtxV2YhJ3Pampeqpm7baZmlfI5TF9e5ahbe+9PSpOzM8vt91jJae7tnpkPNAdgMvKzP+DXAl4HdgcOBrwNLp93fEa730nKdHgIsL9d1zbT71cahSxlqcm6ARwBHAp8C1i70OjR5XWYxX23Z3rOcrzZmqYnbcdZz0ua8tDk7E9omM5NPczPWbdDq9/4Ut1ujsjPL7/dZyugw290rgcbjBOCizPxxZl4H7ADWTblPo7QO2JGZ12bm3cBFFOus0ZnFDDU2N5l5VWZe3WfSfK9DY9dlQG3LV6u394znq8lZatN2nPWczGlyXqrauG3HqiP5HFYX13lQbXnvT0ujstPR93sbM1p7u1sEGt7pEXFFRFwQEfuW41YCN1Ta7CzHzYpZX79J60qG2rhO8/W5TesyC/lqW38H1bZ8tS1LTe7bYrQtJ3PalpeqtvSzCdqaz3Ho4jr30+b3/rS0ZfvMyvt9VjJau88WgRYQER+PiK/2GU4A3gY8FDgKuBH4i7nZ+jzVLP0M26yv30iZoZ+b6jot8DrMO1ufcbmL8RPXkXw1vr+zkK8ZzFLj+jYLOZkzg3mpaks/R2qW8jklnVjnGX/vT8vEt88sv987lNHafV424o7MnMx8yiDtIuIdwEfKhzuBQyqTDwa+PeKuTdOsr99ImaGfm+o6Dfo69NhVnxvx+nQkX43v7yzkawaz1Li+zUJO5sxgXqra0s+RmqV8TkkncjPj7/1pmfj2meX3e4cyWrvPXgk0hIh4UOXh04Gvln9vATZFxO4RcTiwGvjCpPs3RpcDqyPi8IhYDmyiWGctUscy1MbczPc6tGJdZihfrdjeNbQmXy3NUuO2Y02tycmclualqrHbtoFal88x6uI638sMvPenpS3Zaf37fcYyWnu7eyXQcM6JiKMoLru6HvgDgMzcHhEfAK4E7gH+a2b+dGq9HLHMvCciTge2Unwr+QWZuX3K3WqrzmSoybmJiKcDbwFWAB+NiC9l5vpdvQ5NXZceM5GvJmdnEDOSr9ZlqW25mZGczGldXqralp1JmLF8joW5AVr+3p+WpmVnxt/vM5PRYXITmU2/1U2SJEmSJEnD8nYwSZIkSZKkDrAIJEmSJEmS1AEWgSRJkiRJkjrAIpAkSZIkSVIHWASSJEmSJEnqAItAkiRJkiRJHWARSJIkSZIkqQMsAkmSJEmSJHXA/wcB0uTeuKXOrgAAAABJRU5ErkJggg==\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5 392.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  394.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 394.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  129.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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re1pre3bu3NmlvfSU7NCF3NCF3NCV7NCF3NCV7NCF3DDJINC1SU6sqhOq6tAk5ya5crRAVZ2a5DcyGAD6m+k3EwAAAIDNWHcQqLV2R5Lzk1yd5IYk72utXVdVF1bV2cNiv5rk8CTvr6qPV9WVY94OAAAAgDmY5J5Aaa1dleSqFeteO/L36VNuFwAAAABTNMnPwQAAAABYcBPNBAKA1Zz8Sxt/wlOSXPfiKTcEAABYl5lAAAAAAD1gJtA29k9/tsM37D80/XYAAAAAi89MIAAAAIAeMBMISJI84kUbn3l27UUzaAgAAAAzYSYQAAAAQA+YCQQAdPajz3lDt4rH13QbAkAvdJm9niQfe/vLptwSWExmAgEAAAD0gJlAAECS5FFP/7WNV9phRg8AsJx+9LkdZzyfMt12TJOZQAAAAAA9YCYQAAAAS+2Rz+gw2/Xs6bcD5s1MIAAAAIAeMBMIAABYCJ1mcyTJs6fbDmDxPObJr994pSOWb97M8u0RAAAAAHdhEAgAAACgBwwCAQAAAPSAQSAAAACAHnBjaAAAttzpj/0PG6/0vLtNvyEA0CNmAgEAAAD0gJlAsAWe+Ohf7lTvf37kF6fcEgCA7eEJP37xxivd79DpNwSgR8wEAgAAAOgBM4E26MxTXrvhOh/8+IUzaAkAwPydceq/71bxCDM6lsVPPPKibhUP878iwMadseeCbhWPO3yq7VhUZgIBAAAA9IDhd9jGznxYh3sCPes+028Im9b1G4ur9268XudvR162o1s9AABgIZgJBAAAANADZgIBAMA2dtZJr9pwnT+88ZIt+6zc+x6dPguArWcmEAAAAEAP9HYm0FnHvKRbxZ1Hbt1nnf3AbvWApXHWg39+45Xu5RtZAADgrswEAgAAAOiB3s4EAgAAYH46/WLiSX4tMWtnHnXehut88JbLZtASZsFMIAAAAIAemGgmUFWdmeRNSQ5O8o7W2iUrtu9I8ltJHpHk60l+srX2hek2FWC6unzLkfimg+TMI1+44Tof/OY7ZtASFkmX3CRbm51Obdx1zPQbAkAvnHGP52680slmg23GujOBqurgJG9NclaS3UmeUVW7VxR7QZJvttYenOSNSV437YYCAAAA0N0kM4FOS7Kvtfa5JKmqK5Kck+T6kTLnJLlg+PcHkrylqqq11jbSmCce9LSNFN+UQ+5/vy37LGbvjLs/Z8s+6+rvvmfLPgtYHs5TbKWueavDdky5JcxL1+vqQ0580JRbwrx0PQ/4N4Quup5zDrr73afcEtYzyT2BjknypZHXNw3XrVqmtXZHkluT3GcaDQQAAABg82q9yTpV9bQkZ7TWXjh8/Zwkp7XWXjJS5rphmZuGrz87LPP1Fe91XpL9N+E4KcmN09qRKTkqyS3zbsQCGddfD2it7ZzmBy1AdiYhX3darS/k5q5k5kBbcs7ZxrmRh+6cczavj/lbhnPOIh+3ZWu7c86BFvn4zsoynHOmRT42ZkPnnEkGgR6Z5ILW2hnD169OktbaxSNlrh6W+ZOqOiTJzUl2bvTnYPNWVXtba3vm3Y5Fob82Rn/dSV9MRj8dqO/90ff93wx9t3l97MNl2OdF3gdtX2766K70yZ30xcZstL8m+TnYtUlOrKoTqurQJOcmuXJFmSuTPG/491OT/PGiDQABAAAALLN1bwzdWrujqs5PcnUGj4i/vLV2XVVdmGRva+3KJO9M8p6q2pfkGxkMFAEAAACwTUzydLC01q5KctWKda8d+ft7Sbbu0V6zc9m8G7Bg9NfG6K876YvJ6KcD9b0/+r7/m6HvNq+PfbgM+7zI+6Dty00f3ZU+uZO+2JgN9de69wQCAAAAYPFNck8gAAAAABZcbweBquppVXVdVf2gqvas2PbqqtpXVTdW1Rkj688crttXVa/a+lZvH/piPNkary/7uVEys74+7a88TI9+2Tj5G1i0fVqW41ZVF1TVX1fVx4fLk0a2rbof28l27NPtYFnyOUt929/9ZGNzOvdFa62XS5KTk5yU5Joke0bW707yF0l2JDkhyWczuCH2wcO/H5jk0GGZ3fPejzn1nb5Yu39kS25kRnbkYf79qF+69Vvv87eI+7Qsxy3JBUlescr6Vfdj3u1d9NxsYd8sRT5lRza207KZvpjoxtDLqLV2Q5JU1cpN5yS5orV2e5LP1+CJZ6cNt+1rrX1uWO+KYdnrt6bF28pp0RdjydZYcjOGzKyrV9mRh6npVW6mRf6SLGB2enDcxu3Hn8y3WQdYuNxslR7kc7N6mx3Z2JTOuentz8HWcEySL428vmm4btz6PtIX3fQ9W33Zz2nqe2b269v+jiMPG6NfpqtP+VumfVrE43Z+VX2iqi6vqiOH67Zze/dbhDZuN4uYz1no2/5OQjbW17kvlnomUFX9UZL7rbLpNa213xtXbZV1LasPmPX10Wrj+qg3ZKuTXudGZjZl6bIjD1ti6XIzLfK3rm2ZnWU5bmvtR5JfT3LRsC0XJfm1JD+VbXpMVliENs7MsuRzTpY6O7IxM51zs9SDQK210ztUuynJcSOvj03y5eHf49b3zVp91Auy1UmvcyMzm7J02ZGHLbF0uZkW+VvXtszOshy3Sfejqt6e5PeHL7flMVlhEdo4M8uSzzlZ6uzIxsx0zo2fg93VlUnOraodVXVCkhOT/N8k1yY5sapOqKpDk5w7LNtH+qKbvmerL/s5TX3PzH59299x5GFj9Mt09Sl/y7RPC3Xcqur+Iy+fnORTw7/H7cd2si37dJtbqHzOUN/2dxKysb7OfbHUM4HWUlVPTvLmJDuT/EFVfby1dkZr7bqqel8GN1S6I8mLW2vfH9Y5P8nVGdyJ+/LW2nVzav5ctdbu0Bfjydbq5GY8mVlb37IjD9PRt9xMi/wtZnaW6LhdWlWnZPCThi8k+ekkWWs/totFzM1WWaJ8zkSfsyMb3W0mNzV8vBgAAAAAS8zPwQAAAAB6wCAQAAAAQA8YBAIAAADoAYNAAAAAAD1gEAgAAACgBwwCAQAAAPSAQSAAAACAHjAIBAAAANAD/x8q8WEf1CHcPQAAAABJRU5ErkJggg==\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 129.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  152.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "6 152.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  467.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "7 467.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  110.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "4 110.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  40.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2 40.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  128.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 128.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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srYgdUso7QogG4IgQ4uIsr0POcadnIQzDsCNgyWQSVVVtMnVdt28CTNyYhoYGwuEwX/7ylwE4duwYw8PDfOtb3+KNN95g7969eL1e0uk0iqI8MH94JtPyQUI6KxUhpbwz+X0XOMDETvshIUTjZCONwN3Z1DUdim1GcbrVfr+feDxu62RN0+ysdq/XS1VVFZqm4fP5kFLa++X2799PPp8nFAoxMjJCd3c3iUTCtp+da3+FGx6d+RPO/jnLzTiuGWdBIXyAIqUcnzw+AvwL8LfAiGOSq5VS/vMMdU3bWOEyfbHdQtaAFUWhvr6eVCpFbW0td+7cse3bSCRCR0cHZ86csT2x6cZYrP5C29cZKy504S3yJ9O7iqqI2RDcyoTUwoRKeUtK+a9CiOXAb4BVQD/wkpQyOkNdMxLslI7pEkMURSGdTlNTU0MikcDr9VJTMzEdDA4O0tDQQCKRQMq/bkgsNs5iGZfOeLTVbi6XKxoztkieF8ELidlKsHPzivUpnM2dj6yUknw+j9/vt1XDdB6Ysy2nx1hInmWrT5eQYi2kmqZpxUQejXiwU3qd++Sc34qi2NsI0uk0uVyOPXv24Pf7GR8ftx/pmZwBp+PwsPlqpmni9Xrt2Mm043loBhYYlkpwJpsUPqLOwIp1jeVGe71eWlpaCIVCPPXUUwB2Uol1vZPgQgemUB1Z7TnbKYyouVwu22V3u90PJHjRrSo74SRmfHzcPrZIMgyDxx57DICGhgZOnz5t60xnWSiuIpwv83C+8MOZ0lrs2CkAlkqbDh+7Di40fyzJgr923hmxcu7WdA7M0tEWWVbAptjgi52zeDAMw15IraqqsmPAo6Oj6LqOqqr4fD6y2azd5mSsenGEKx8GllQ5s28sop3kA/epmELMtGrstFDGx8d5/vnnURSFaDRKdXU1hmEQCASIxWK2ijhx4sSMrnTZJdj5ToeC/2yCnHrZaRMXvrPHaSsXM/qdrm2hyTfbssXKWHVYKiMWi5HP5xeFBCcMw7hU7I9CA79cGegPQB0wPGOpCTRP90e5Cb4kpXyqzG3OCUKIDxairx+7mfZJxxLBJUa5CX69zO3NBwvS17JaEf8fsaQiSoyyESwW8cucF2rVvCgeYt1/zh8mXr14DWgFPEAv8DflaHuW/bsJ1BWc2wd8Z/L4O8C/zaXucknwo/gy5wVZNS8XwcVe5ryyTG3PBhL4XyHEmclVcIAVUsoIwOR3w1wqLpcnN6uXOX+MmPOq+UwolwTP6mXOHxdkCVfNy0Ww/TJnIYSHiZc5/1eZ2n4ghBA+IUSVdQw8D3zIRP92TxbbDRycS/1lURGyDC9zngdWAAcmQ5HWqvl/CyFOA78RQvwjk6vmc6l8yZMrMZY8uRJjieASY4ngEmOJ4BJjieASY4ngEmOJ4BJjieAS4/8AQN6kMbFhdkIAAAAASUVORK5CYII=\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  256.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5 256.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  17.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "7 17.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  80.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5 80.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  316.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 316.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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vnwP+W1XVWuC/Z97fNjRJfv755/XHUrNTc7kcFosFg8FAYWEhgUBALzM1mUxIkoTb7SYYDGK1WikpKaG6upqWlhZGR0fp7u7WJbS5uZmOjg4ikQiKojA+Pq5PmuvXryeRSODz+RgYGGBiYgKbzYbL5aKoqOhObkvHfFTEY8CrM+evAl+7lR/NNc/gYy+ut7cXRVGYnJxkzZo1GAwGXC4X6XSaWCym1zbk5+cjyzJerxcAj8dDIBAgHo9z7tw50uk0Fy5c4L333iMSieg612w2EwqF9NCkqqpkMhlMJpP+J3q9Xt250UoCzGYzZrP5jki61UlOBf48k7T8vzOLC72qqo7MEDQihFjxKYTe0krPVatW0d3djSzL2Gw2xsfHcbvduFwufZHLxMQEVquV3t5e6urqyOVyuN1url27hsPhAK5ni10uF+Xl5fj9fkpKSujs7GTnzp36pBWJRDCbzeTl5QHoAftQKARc/8Pi8TjhcJiamhoSicQdxyZuVYIfVFX1AeArwNNCiG232oGqqr9RVXWjplrmmmfaucViwev1Eg6HaW1txeFwUFBQgNVqpbKyks7OTuLxOE6nE5vNxoULF3S7trGxUbeNy8vLCYfDuoRPTExQUVGBLMv6whktF6e52aqq8oUvfIF169aRl5enR920aqG6ujrdJr7dxTO3RLCqqtdmXseAN7m+0n5UCFE802kxMHbLvX7cLnA9Gzw8PExbWxtGo5GPPvqIRCKhxx/6+vo4efIkfX19vPvuu7S1tbFt2zYqKir0OENRURGFhYV6wZ7VaqW+vp6mpiZaWloYGRkhGAwSCoVwu93k5eUhSRLd3d2Mj4/z9ttvc+nSJbLZLB0dHQSDQXK5HIWFhezdu/eOKyw/U0UIIfIASVXV8Mz5l4F/4/qy2X8BXpx5PXq7nWslTlqh3sqVK3V97PF4iEQinD17lsbGRmRZ5qGHHkKSJAKBAB0dHbjdbiYnJ+nr62NoaAi73c7GjRtxOBzE43H8fj+5XI73338fk8mEoijs3r2bjo4OHA4HmUyGWCxGIBDAZDJhsVjweDxYLBYOHz5MMpmkuLiYZDJ5x3HhW5FgL/C+EOJD4AxwXFXV/+Q6sTuFEN1c35TjxdvpeLb0er1efdWmFqocHR2lo6OD1atXc+nSJQoKCvjwww/J5XKcOHECt9vN1NQUo6OjWCwWHnjgAWpra+nt7SWZTOqBodLSUmpra8nlcjQ0NJBMJqmsrCSRSGA2mxkcHCQWi6EoCs3NzTidToaGhti2bRt2u51QKMTRo0dvKLW6HaI/k+CZDTeaZ45GbT2yqqoBVVUfVlW1duY1eDsEw/VUkKqqPP744/T09NDR0UFZWRkFBQWoqkowGNTdZJvNhs/nw+/3U1ZWRiKRYGxsjKKiImRZxufzUVFRwdDQEGVlZQghOHPmDNFoVF8m0N/fTzKZJBqNsnXrVtLpNF6vl61bt9LU1MT09DRCCKqqqqitrdXb7urqut1b03FXgz1aKr2goICCggIGBwdRVZWRkRFKS0vJz8/nwoULfPDBB4yOjhKNRnWvbuPGjRgMBqanpzGZTDQ0NOiPN8D69etRVRWDwcCxY8cYHh7G6XRy/vx5wuEwf/vb3zCbzbq+NhqN+P1+kskk4XAYgKmpKX3yvFOP7q4Ge7SZube3l/Hxcd1z8/v9xGIxAK5du4bT6cTr9fLoo49SWloKXHdl7XY7FRUV+Hw+ampqmJycJBaLMT09TU9Pj76KqLy8HKvVqquDd999F7heFutyuQgGg1gsFkwmEx6PB5PJRDKZ5Ktf/epN18/dDtl3NdiTyWQQQhCJREgkEpw7dw6TyURZWRmpVAqDwUBnZydbtmwhFothMpno7OykpqaGP/zhDzidTt555x1aWlrw+Xz8/ve/Z8+ePXR2durBn9dff53W1lY91a9tfdDd3U00GsXr9aIoCoFAgFwux5kzZxgfHyebzTIxMcHQ0JBe9XMnUnzXqiu1QZtMJjZt2oTf72f79u2cOnVKX7n55JNP0tPTo6d5Nm7cyAcffMDFixfp7e0lEAiQyWSw2WyEQiGsVqtepS6EYMeOHXzjG9/g0KFD5OXlUVZWxqFDh6iurqa2tpZXX32V/fv3EwwGeeutt/j1r3/NCy+8AEA4HCYWi2E2mxkdHb0h03wzzpZt+arRaMRsNuuxBUVRdJNKK8zTLAst+qYVRGsBelVVkWVZlzLtmnZ9dshRlmXd7Z2b1Mxms3o0TTvPZrMkk8nPXNK1LAnWQpVCCH3DDC1lrmU4tEMLJ0qSRCqV0knUbnxuhlr7I7TM8awxfGJTpdm/m739zOyCwM8qDFwuBIeBziXrcH7wABO3+N1KVVULb3ZhqSe5zlnhzmUNIcS5hRjrskl6fl5xn+BFxlIT/Jsl7m8+WJCxLukk978R91XEImPJCBbLeDPnxcqaAzfuurRYB9e3XrwKrASMwIfAmqXo+xbH1w945nz2H8BzM+fPAS/dSdtLJcH34mbOd5Q1n4ulIvhmmzmXLlHftwIta35+JgsOc7LmwE2z5p+FpfLkbmkz57uIB1VVvTZTevBfQoiOhWp4qST4ljZzvltQFylrDktH8JJt5ny7EELkCSHs2jnXs+aX+DhrDneYNYclUhGqqmaEEM8Af+LjzZz/sRR93wK8wJsz4U4FOKyq6n8KIc4Cbwgh/hXwAXvvpPH7ntwi474nt8i4T/Ai4z7Bi4z7BC8y7hO8yLhP8CLjPsGLjPsELzL+B9fqjoxxrTF7AAAAAElFTkSuQmCC\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  330.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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gk5Psaq3d1Fr7bpJLk5w5WqC19v7W2reGDz+Q5NDpNhMAAACAPTHJINAhST498vjm4bpxnpXkvXvSKAAAAACma5KfiK911rV1C1b9QpKTkjx6zPazk5ydJIcffviETQTZoRu5oQu5oSvZmb0HvuF1nertWuCbFMgNXckOXcjN1jz9g8/uVO/++025IVM0yUygm5McNvL40CSfXVuoqh6X5KVJntBau329J2qtXdxaO6m1dtLOnTu7tJeekh26kBu6kBu6kh26kBu6kh26kBsmGQS6KsnRVXVUVe2b5Kwkl40WqKoTk7wlgwGgL0y/mQAAAADsiU0HgVprdyQ5J8kVST6W5F2tteuq6hVV9YRhsdck2T/Ju6vqQ1V12ZinAwAAAGAOJrknUFprlye5fM26l4/8/bgptwsAAACAKZrk62AAAAAALDmDQAAAAAA9YBAIAAAAoAcmuicQAAAA9MmJz3t9p3rXvGzKDYEpMhMIAAAAoAfMBAIAOjvh33X7lPTUX5xyQwAA2JSZQAAAAAA9YCbQAvtnT3/d1is9cfrtYLmccG63T+UPlh0AtlGne20cM/12sFx+9AXdrnMOOnPKDQFYUmYCAQAAAPSAmUAAAAAshUf+3G9t34vtNGeC1SPVAAAAAD1gJhAAAACw0o592dbvKXbS42fQkDkzEwgAAACgBwwCAQAAAPSAQSAAAACAHjAIBAAAANADbgwNAEBnp5z5mm4VD3UZ2nenPKFDdh4kN9B3/+S5W7/Bc5LkwOm2Y1mZCQQAAADQA4bSYYH9i5989dYrPXTf6TcEAACApWcmEAAAAEAPmAkEsGI6zSBLknOn2w5gfh77mN/sVO8vr/z3U24JfXDqI1/ZreKBO6bbEAA2ZSYQAAAAQA8YBAIAAADoAYNAAAAAAD3gnkCwDU4//qXdKh5yz+k2BAA2cPoJL9t6pSO9VwHdnHH4r2y90iMOm35DoEfMBAIAAADoATOBABZYp1lkZpAB0NEZhzx/65WOOGj6DQGWyukP6/bNhz//yG9MuSVsxkwgAAAAgB4wE4iVcMbBv7zlOu+95c0zaAnA8jrjwb+29Ur/6gHTbwgAe+y0ezyjU70rvvn2bXutve57n071WB1nHPmCDpUOn35DesRMIAAAAIAeMBNoi8w44bT9n7nlOnXEoTNoCdAHZxx67pbrvPfm355BS4B5OXWvJ2/ba+1z/4O37bVYTF3yttfd7jaDlgCzYCYQAAAAQA8YBAIAAADogYm+DlZVpyd5Q5K9k/x+a+3CNdt3JHl7kh9LcmuSp7TWPjndpi6v0+/97G4VH3/cdBvCbrpOrd7r7nefckuYly5f7UuSK25725RbAtN1+oFnd6pX9/rhKbeEUdt5k1YA6KrLv5P2Pv6YGbSEWdh0JlBV7Z3kTUnOSHJckp+vqrWjE89K8pXW2oOTvD7Jq6fdUAAAAAC6m2Qm0MlJdrXWbkqSqro0yZlJrh8pc2aS84d//3GS36mqaq21rTTmtLs9fSvF73LFt9/RqR5AF9t5g869j/WpyiLqMqPDbA666nTOOeXE6TcEAFh6k9wT6JAknx55fPNw3bplWmt3JPlakvtOo4EAAAAA7LnabLJOVT05yWmttWcPHz89ycmtteePlLluWObm4eNPDMvcuua5zk5y540KHpLkhml1ZMYOTPKleTdiAY3bL0e01nZO84WmlJ1VOI6r0Idk/X4sam721LIcs2Vo57accxYkN1uxDMdu3uZ1zrl1ndddJauevUU756zi/l7FPiX9us6ZhVXNxWYW7ZyzTPqamTtt6ZwzySDQjyc5v7V22vDxrydJa+1VI2WuGJb531W1T5Jbkuzc6tfBFlVVXd1aO2ne7Vg0y7Zflq2961mFPiSr049JLEtfl6Gdy9DGebBfNjevfbTqx0b/tteitWcaVrFPyer2a7v0df/1td/T0Pd9t9X+T/J1sKuSHF1VR1XVvknOSnLZmjKXJbnzZ3aelOR9qzIABAAAALAKNr0xdGvtjqo6J8kVGfxE/CWtteuq6hVJrm6tXZbkrUneUVW7knw5g4EiAAAAABbEJL8Oltba5UkuX7Pu5SN/fyfJ9v1czva7eN4NWFDLtl+Wrb3rWYU+JKvTj0ksS1+XoZ3L0MZ5sF82N699tOrHRv+216K1ZxpWsU/J6vZru/R1//W139PQ9323pf5vek8gAAAAAJbfJPcEAgAAAGDJGQQaUVVPrqrrqur7VXXSmm2/XlW7quqGqjptZP3pw3W7quol29/q+Vj0fq/asayq86vqM1X1oeHyUyPb1u3PIlrkfTwNy5a7ZcrVqmdnEsuWr0WwXf3v27FZpnNHV3M+N698nlY1Q8t2HBbJqmZiUrLTjdx0zE1rzTJckhyb5CFJrkxy0sj645J8OMmOJEcl+UQGN8nee/j3A5PsOyxz3Lz7sQ37aeH7vWrHMsn5Sc5bZ/26/Zl3e5c1N33L3bLkat77aVGWZcvXvJft7H/fjs2ynDuWITt9zdMqZmgZj8MiLauYiS30XXbkZltzYybQiNbax1prN6yz6cwkl7bWbm+t/X2SXUlOHi67Wms3tda+m+TSYdlVt/D97tGxHNefRbSs+3hiK5S7RcvVou6nbbVC+dou29Z/x+Yui3bu6Gqux6fneVrmDK3ScVgky5yJScnO9MnNBgwCTeaQJJ8eeXzzcN249atumfu9zMfynKq6tqouqap7D9ctQ7vvtExtnbZFzt0y5GrR2rNoFjlf87QI/V/lY7MM546uFrUfq5anVcvQMrd9UaxaJibVhz7OktwMTNzHiX4ifpVU1V8kOXidTS9trf33cdXWWdey/iBaH35ubdz+2N5GrNix3Kg/SX43yQXDNl2Q5LeS/GIW5FhMaJnaOtay5W5FcrVo7ZmZZcvXgptqbvp2bFbk3NHVzPvRhzz1MEPL3PZt0cNMTKoPfexMbsbq3MfeDQK11h7XodrNSQ4beXxoks8O/x63fpVttD+2zaody0n7U1W/l+Q9w4cLcSwmtExtHWvZcrciuVq09szMsuVrwU01N307Nity7uhq5v3oQ556mKFlbvu26GEmJtWHPnYmN2N17qOvg03msiRnVdWOqjoqydFJ/k+Sq5IcXVVHVdW+Sc4all11y9zvpTyWVXX/kYc/m+Sjw7/H9WcRLfQ+nrGFzN0S5arP2ZnEQuZrASxC/1fy2CzRuaOrRT0+K5OnFc3Q0h2HRbKimZiU7HQkN91y07uZQBupqp9N8sYkO5P8WVV9qLV2Wmvtuqp6V5Lrk9yR5Hmtte8N65yT5IoM7s59SWvtujk1f9u01u5Y9H6v4LG8qKoensEUv08meU6SbNSfRbMMudlTS5i7pchVH7IziSXM11xtZ256eGyW4tzR1bzPOT3J08plaN65WQErl4lJyc4ekZsOuanWVu2rcQAAAACs5etgAAAAAD1gEAgAAACgBwwCAQAAAPSAQSAAAACAHjAIBAAAANADBoEAAAAAesAgEAAAAEAPGAQCAAAA6IH/D01BQBZilI6ZAAAAAElFTkSuQmCC\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "6 330.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  210.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 210.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  138.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 138.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  132.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "1 132.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  33.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "7 33.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  461.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "6 461.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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ggw/w+/0cOHCAuLg4tFotTU1NbNmyhVAohMPh4PDhw2RkZKjEb926lYULFzJ27FjC4TA//elP2bVrF4cOHWLKlCmUl5dz5MiRy4rVDak3zePx0NLSwrPPPsuYMWMYO3YseXl5zJo1C7PZTFxcHNFolIyMDHw+H3q9Hp1Oh9ls5v3336e6upqEhARmzZpFUVERiYmJajrpzTffzOeff8769evZvHkzGzduZMeOHRw5cgS9Xk9GRgayLHPHHXcQiUR49dVXOXHiBF6vl5KSEiorK9m5cydWq5WSkhIikQg33HDDBQOrF8KQ6mBJkqisrKSpqYk//vGPuN1upk2bhl6vJz8/n4kTJ6qmWVtbGz6fj8OHD6v6cM2aNWzfvp3y8nIcDgdxcXGMGzeO+Ph4qqurSUpKAk77LLKzs4lEIjz33HOqaWY2mzl58iTf/va3sVqt/OpXv2LJkiX4/X6mT5+O1Wrltttu49ChQ9hsNnXijKEvTp8+pU4JIZoANyADEUVRSoQQKcB6YBTQBCxQFKXnQm2caadX6pQkScTHx+P3+7FYLDz22GNkZmZy6NAh5syZQ2trK3/4wx+YNm0aaWlpHDlyhJEjR+Lz+VizZg0JCQn86U9/IhgM4nK5CIVCeL1ebr/9du69915efvllKioqUBSFzz77jMzMTFwuFydOnGDp0qW0t7ej1Wppa2tDq9WSmJioqh2LxUJ5eTlPPfUUubm55OTkUFVVRU1NTS+HkxCCaDSKLMtXvIXgNkVRir+2HetJ4FNFUcYAn545vizo9XocDgfRaJTExERef/11Ojs7sVqtVFdXk5aWRn5+PpWVlcTHxzN27Fi6uroYO3YssixTVlZGY2MjFosFSZLQaDRIksTevXvx+/1kZmbS1dVFOBzm1ltvxe/3U19fj6IolJWVEY1GMZvN+Hw+urq6WLVqFU888QTt7e189tlnvPzyy4wfP57i4mK8Xi+nTp1S9e/Zjv8L4UomuVnA9DO/1wC7gBWX20jMcPd4PJSVlbF7924KCwspKSnhpZdeorm5mWnTpmGz2UhOTmbSpEmEw2Gys7MZM2YM06dPp7u7G7/fTygUYsKECdx3331IkqSGlMxmMx6PhwkTJlBbW0tVVRXV1dXk5eXx5Zdfqoubv//97+h0OqxWK5s2beLxxx8nEAiwa9cujh071mcn+9fRVwlWgO1CiANndm4CDFMUpQ3gzPd5UxaFEA8JIfYLIfaft+EzqyKXy0V2djY6nY6JEyfy29/+FpfLhdVqxePxYLfbyc7OJikpiZKSEubNm0dtbS3x8fHU1dURiUSw2Wyqj0KWZeLj4zEajQSDQWpra7nrrrt4/vnnqaiowGQy4XQ6WbRoEeFwGKvVysqVK3G73dTX17No0SLWr1+vTqwxs+3r476aBE9VFGUCMBP4hRDiO32sd8mdnjEJlmWZjo4OrFYrJpMJr9fLggULKCsrY//+/WrOGEBVVRXJyckcPnyY3bt309zcjE6nw+PxcOLECSZPnoxer+fkyZN0d3cTjUbJzMzEarUiSRJ1dXWqA8hms3HHHXewePFikpOT6e7uxuFw4HA4EELw4osvUl5eTmNjYy9HUl/RJ4IVRbGe+bYBH3J6p32HECLrDElZgO2yegZ1wNFolHA4TE5ODo8//jhWq5UZM2bw5JNPsmXLFhYuXMjx48epqalhwoQJpKamMnHiRF555RW8Xi9er5dAIEB7ezsFBQV873vfIxQKsWnTJubNm6duUnz55ZdVafzkk0+4/fbbSU1NRZZlpkyZQlxcHH/9618pKSnhyJEjTJs2jeLiYjU5JRZCiq3oYmroirxpQog4IURC7DdwF1DN6W2zS84UWwL843IJjq3rhRAsWrQIvV5PMBjktddew+12U1payooVKxg5ciRZWVkkJSXxwQcfEAgE6OzsxOVyMWPGDKqrq2loaODgwYNs3bqVrKwshBCsWLGCdevW4XA4sNlsrFixgtLSUmw2G+3t7Wzfvp0tW7Zw+PBhjh8/zhNPPEFRURGffPIJbrcbSZJYuHAhbW1tuFwuZFlWQ0gx1XYpie7LJDcM+PBMQxKwTlGUrUKIfcAGIcRPgWZgfl9I/XrMLBZDE0Lw/PPPM2nSJObOnUtXVxdFRUXExcWpq7BQKMSkSZP4y1/+Qk5ODi0tLQwfPpz29nZeeOEFDhw4oPqGo9Eoixcvprq6msLCQvbs2cP8+fNJSEjg3//+Nzk5Odx0000sX76c3Nxchg0bRl5eHm63m/vvv5/Ozk7WrFnDli1b1BQAo9Go/oeYLRyT4os5fgZ1C0FOTo7ym9/8Bo1GQzAYxGg0qmqiurqavXv3qoknkUgEh8PBgQMHKCkpoaOjg+zsbHp6eujs7ERRFG6++WZsNhupqalIkoTP5yM5OZkvv/yScDhMXFwciYmJ1NXVMWnSJKxWK8eOHePQoUOkp6fT2NjInDlzSE5Oxmq1ct999/Hee++h0WhUj9yiRYvYvHkz6enpAL02Ho4cOZJoNMrTTz9NXV3d0G+llWWZlpYWHA4Hbrdb1Z9Wq5Ubb7yRSCTC+PHj6erq4uOPPyYcDtPe3o7D4SAYDGK32xk+fDharRabzcbu3btRFAWv14vD4SASiWAwGMjKyqKhoYG6ujoSExNJTU2lqamJ5uZmJEmiuLiY2bNnU1paSm1tLR0dHRQUFLB8+XI12bC5uRmn08n27duxWCxEIhE1VzkSiRCJRFTdfs1sRIzprZ6eHjWLPJb8MW7cOAoKCmhqaqKuro5x48bR3t5OWloa27ZtIyEhgaSkJNLT0wmHw6oTKBQK4fF4kGWZrKwsrFYrLpcLo9HIxIkTaWtro7Ozk9raWvbt20dPTw/33HMPwWAQnU5Hamoqe/bswePxMGXKFJxOJw6Hg56eHrq6urj11ltpaGggEAig0+lwOp0kJCTg9/txu92qDX8hDCrBgUBAzYeIJejF9Ne+ffsIBoO0trbi8/no7OykvLycYcOGEYlEKCwsJBAIUFlZSTAY5O6778ZsNnPgwAHS0tJISEjAZDLR2NiITqejra2NQCDAwYMH2bhxo7rF4P777+eee+5h5cqVzJ8/H61Wi1arJT4+nvb2djo6OnA4HDQ2NvLKK6+our21tVXN8Gxvb1fDVLEc4wth0N2VsVB9LIgoSRIul4vk5GQ1ZPPpp58SCASYOnUqH330EdOnT2fdunXMnj0brVZLXl4eHR0dtLe3s2XLFubPn88777xDXl4efr+fmpoa3nrrLaLRKN/97nfR6XTMnTuXbdu2EY1GcTqdTJ48mR07dnDXXXcxYsQIGhoaWLt2rZrbtnjxYsrLy7nhhhtoamoiLy+Pqqoqhg0bpka2Y5vbL7bbflAnuaSkJGXy5Mmq/Qj/zQ+LJXvY7Xa6urqQJAmz2YyiKKSlpdHY2Mjw4cMxGAykpqYSCASQJEmdoMLhsJqBKcsy6enpeDwe1ZkUCoWQZZnu7m6ys7Pxer2q/yJWrr29Xc0WEkKQkpJCXFwcLS0tBAIB1aI5ew/Htm3b6O7uHvp9cqFQSM1YjCXqpaSkqLrQ5/Oh0WhIT09HkiT1utvtpqCgQJUcl8uFxWLB7XbT1dWFwWDAbDarTnefz8epU6dITk6ms7MTWZYxGo1kZWXhcrlwu91qorZGoyEpKUl1/MDpp0ySJHUTeGybQWwfXmxssfy3i6WyDvZOTzdw6ZTxawNpQFcfy+YoipJ+vguDrYOPX8gnca1BCLH/aoz1mtsE803DdYIHGINN8BuD3N+V4KqMdVAnuf+LuK4iBhiDRrC4hl/mLIRoEkIcFUL8JxbaEkKkCCF2CCHqz3wn96vxC20IvJofTr968QTwLUAPHAYKB6PvPo6vCUg769wfgCfP/H4SWNWftgdLgv8XX+Y8i9PRcs58z+5PI4NF8Ple5jxikPruC/odNb8UBmsl16eXOQ8hpiqKYhVCZAA7hBC1V6vhwZLgPr3MeagwUFFzGDyC+/Uy58HAQEbNYZBUhNLPlzkPEq5q1PxsXF/JDTCur+QGGNcJHmBcJ3iAcZ3gAcZ1ggcY1wkeYFwneIBxneABxv8Hu6/SHqPNW7UAAAAASUVORK5CYII=\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  520.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2 520.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  38.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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W/hbgxXU2UpIkSZKq+qmPvWrgOn/41CE0RJJGrMzlYMuBu9vWDxTbenkZ8OH5NEqSJEmSJEn1KjMTKLpsy64FI14MrAO6/rZ5RGwFtgKsWrWqZBMlszOIf7vrTZXqffJHf7XmloyeuRnMGz51wcB1XnjCEBoyYuZGVZkdVWFuVJXZURXmZmG87rYtA9f59VOG0JAuyswEOgCsbFtfAdzTWSgizgHeCJyXmY90e6HM3J6Z6zJz3czMTJX2qqHMjqowN6rC3Kgqs6MqzI2qMjuqwtyozCDQrcDaiFgTEUuBLcDO9gIRcRbwTloDQP9UfzMlSZIkSZI0H30HgTLzELAN2A3cAXwgM/dGxJURcV5R7K3AscAfRMRtEbGzx8tJkiRJkiRpBMrcE4jM3AXs6th2edvjc2pul6QFtvqmqweuc9e5Q2iI5m3TX7+2Ur1nfmfNDZEkSZI0VspcDiZJkiRJkqQJ5yCQJEmSJElSA5S6HEySJEmS6nTq+948cJ1XnjWEhkhSgzgTSJIkSZIkqQGcCSRJkgA444+uGLjOZ76v/nZIkiRpOJwJJEmSJEmS1ADOBJIkSQvu1N8f/F4gf3X2EBoiSZLUIM4EkiRJkiRJagAHgSRJkiRJkhrAQSBJkiRJkqQGcBBIkiRJkiSpAbwxtCRJU+bU33x7pXqPX11vOyRJGhfP+dlfH7jO8tcOoSHSiDkTSJIkSZIkqQFKzQSKiI3AbwKLgf+emVd3PH828BvAs4AtmfnBuhsqTbIzt11Xqd5t17+u5pZIkjQe1l08+Iy19a8cQkMkSWqQvjOBImIxcAOwCZgFLoyI2Y5iXwReCryv7gZKkiRJkiRp/srMBFoP7M/MuwAiYgewGbj9cIHM/Hzx3KNDaKMkSZIkSZLmqcw9gZYDd7etHyi2SZIkSZIkaUKUmQkUXbZllTeLiK3AVoBVq1ZVeQk1VFOzU+VXDLio/nZMqqbmRvNjblRVU7PzA+e/rVrFE/x9EmhubjR/ZkdVTENuznx1tfutVvHHly3YWy2YMt++B4CVbesrgHuqvFlmbs/MdZm5bmZmpspLqKHMjqowN6rC3Kgqs6MqzI2qMjuqwtyozCDQrcDaiFgTEUuBLcDO4TZLkiRJkiRJdep7OVhmHoqIbcBuWj8Rf2Nm7o2IK4E9mbkzIp4NfAg4EfiJiPiVzDxjqC2fIM/+hcF/AhXg4ktrbogkSZIkSWqsMvcEIjN3Abs6tl3e9vhWWpeJSZIkSZIkaQx5Rz5JkiRJkqQGcBBIkiRJkiSpAUpdDqZvO/u8tw5e6aTF9TdEkiRJkiRpAM4EkiRJkiRJagBnAknSAvjhDddUqveR3f5MoKTBbfje/1yp3u5P/ErNLVET/PALqn3H8dJamyFpAp37g782eKWzvqP+hjSIM4EkSZIkSZIawEEgSZIkSZKkBvByMGlAm1a+dvBKm1fX3g5JzbDxzMsHr/TzJ9TfEDXCptn/NHil2SfW3xBJkjQUzgSSJEmSJElqgLGaCVTpr0/Ah29/84K9F087sVo9Sapg4zPfOHCduGEIDZEkSZI08ZwJJEmSJEmS1ABjNRNIqurcRRcs2HstWf7kBXsvDdem1a+rVO/Dn7+u5pZIkiSpjI1PfHm1iuc+o96G6AiVj8vs6lrbof6cCSRJkiRJktQAzgSSJGlACzn7cPGzTl+w99JwbTj2okr1dj/0nppbIvW2afmrB690xor6GyJpZKqc5yw+wV8mnRSlZgJFxMaI2BcR+yPisi7PL4uI9xfPfzwiVtfdUEmSJEmSJFXXdxAoIhYDNwCbgFngwoiY7Sj2MuBrmfk04DrgmrobKkmSJEmSpOrKXA62HtifmXcBRMQOYDNwe1uZzcAVxeMPAtdHRGRm1tjWnqpMV1vyjLVDaImkJqh0KdC56+pviKRGqPKZs+iszr/XaZJtPP7nB67zZw+8ewgt0SRZyEuXF5KXHUnzU+ZysOXA3W3rB4ptXctk5iHgfuC76migJEmSJEmS5i/6TdaJiAuADZl5cbH+74H1mfnqtjJ7izIHivXPFWW+0vFaW4GtxerTgX117cg8nQTcN+pGTKBe/faUzJyp843GODtlmK+jdesTc9ObGWpZkM+cMc+NWajGz5z5aWru/MypX1OyNO2fOZN0HKehrU3+zJmk4zdKA33mlBkE+nfAFZm5oVj/ZYDMfEtbmd1Fmf8TEUuAg8DMQl0ONl8RsSczvVZjQPZbOfbT0eyTwdhfLfaDfVCV/TY/Te2/pu73MDWlT6d9Pydp/2zrZLNPyhm0n8pcDnYrsDYi1kTEUmALsLOjzE7g8O+eng/85aQMAEmSJEmSJDVB3xtDZ+ahiNgG7AYWAzdm5t6IuBLYk5k7gXcBN0XEfuCrtAaKJEmSJEmSNCbK/DoYmbkL2NWx7fK2xw8Dk3z7+e2jbsCEst/KsZ+OZp8Mxv5qsR/sg6rst/lpav81db+HqSl9Ou37OUn7Z1snm31SzkD91PeeQJIkSZIkSZp8Ze4JJEmSJEmSpAnXqEGgiLggIvZGxKMRsa7juV+OiP0RsS8iNrRt31hs2x8Rly18q8eT/dKdGZtbk/a1CvPTW1P28zCzUA/7ZDDm7tumdb8WSlOzNA370Cki3hoRn42IT0fEhyLihLbnxupYTnLuxqUdozTJx29UKu9/ZjZmAU4Hng7cDKxr2z4LfApYBqwBPkfrJtiLi8enAkuLMrOj3o9RL/aLGTM35sfsmIVxX+yTSn1m7syOWTI3nfv1AmBJ8fga4JpxPZaTmrtxaceol0k9fiPsr8r7X+rG0NMiM+8AiIjOpzYDOzLzEeAfovUrZ+uL5/Zn5l1FvR1F2dsXpsVjaz32S1dmbE7mpg/z01PjsmMWatG43MyXuXuM2ZmnhmZpKnOTmX/etnoLcH7xeOyO5QTnbiqzM6gJPn6jUjk3jbocbA7Lgbvb1g8U23ptbzr7ZXBmrFn7Wrem56cp+1lG07MwCPukPk3L3bTu1ziY5ixNwz708wvAh4vHk3Qsx72t49KOcTXux29UKu//1M0Eioi/AE7p8tQbM/OPelXrsi3pPkjmz6n17q9GMGOVNTo3h5mfSqYyO2Zh6KYyN/Nl7koxOyWYpaNMbG7KHMuIeCNwCPi9w9W6lB/6sZzS3E1sdgY1pcdvVCrnZuoGgTLznArVDgAr29ZXAPcUj3ttb7K5+mvqmbHKGp2bw8xPJVOZHbMwdFOZm/kyd6WYnRLM0lEmNjf9jmVEXAT8OPD8LG5GwoiO5ZTmbmKzM6gpPX6jUjk3Xg7WshPYEhHLImINsBb4v8CtwNqIWBMRS4EtRdmms18GZ8aata91a3p+mrKfZTQ9C4OwT+rTtNxN636Ng2nO0jTsw1EiYiNwKXBeZn6j7alJOpbj3tZxace4GvfjNyqV93/qZgLNJSJ+CngHMAP8aUTclpkbMnNvRHyA1k2UDgGvysxvFXW2Abtp3X37xszcO6Lmj43MPGS/dGfGejM3/Zmf7pqYHbMwf03MzXyZuxazM39NzNIU5+Z6Wr/K9L+KG/bekpmvGMdjOam5m+LsDGRSj9+ozCc38e0ZfZIkSZIkSZpWXg4mSZIkSZLUAA4CSZIkSZIkNYCDQJIkSZIkSQ3gIJAkSZIkSVIDOAgkSZIkSZLUAA4CSZIkSZIkNYCDQJIkSZIkSQ3gIJAkSZIkSVID/H+YyOU1IudInwAAAABJRU5ErkJggg==\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "4 38.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  441.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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JkiRJktQAFoEkSZIkSZIawHsCSZIkqRa8B5UkSfPjmUCSJEmSJEkN4JlAU+Z1O55Sqt+rH1jxQCSNTdlvysvw23VJ0kLybDBJmh+LQJIkSZpq276/Yug+jz7k6srHIakZyhQrLVRqoVgEkiRJC+7l33rm0H3eePSHRjASSZKk5hjonkARsS4idkXE7og4s8vrZ0TEzoj4dkR8PiIOrX6okiRJkiRJKqvvmUARsQi4EFgL7AG2RcTmzNzZ1uwbwOrM/HlEvBi4ABj+Kz5Js3gqqSRpWr1915OG7vOi+45gIBqbD+1+9NB9Tt5vBANRI3zp6uGPq5+4wuNqTZ9BLgdbA+zOzKsAImITsB64uwiUmV9sa38p8JwqB9lUa/7tb4bus/7gEQxEkiRJkiTV3iCXgy0Drml7vqeY18sLgM/MZ1CSJEmSJEmq1iBnAkWXedm1YcRzgNXAE3u8fhpwGsAhhxwy4BAls6NyzM3ovfSbG0r1e8sxmyoeSXXMjcoyOyrD3Kgss6MyzI0GKQLtAdovMloOXNvZKCJOAM4CnpiZd3R7o8y8CLgIYPXq1V0LSVI3Zmf0Lth50tB9XnnUZJ/0Z25UhrlRWWZHZZgblWV2VIa50SBFoG3Ayog4DPgBsAE4pb1BRBwL/BOwLjN/VPkoJUnSyK38yN8N3WfXcSMYiCRJkkai7z2BMvMu4HRgK3A58OHM3BER50TEU4tmbwD2Az4SEd+MiM0jG7EkSZIkSZKGNsiZQGTmFmBLx7yz2x6fUPG4JEmSJEmSVKGBikCS6uPoT7+2VL9nH17xQCRJjfDQD72uVL+XHVPxQKQ5lLnc9f9Ofs0IRiJJ42URSJIkSVJpK957fql+5z+u4oFIkvrqe08gSZIkSZIk1Z9FIEmSJEmSpAbwcjBJpT3sgreU6rf7lS+teCSSmuDhG8vtc67Y6D5HkqbFw97w5lL9Lj554f7Wlc8t1U1aEBaBFsDvvLjcQevi9RUPRJIkSZIkNZaXg0mSJEmSJDWAZwJJkiRJkkp75MvLXflQyoEL96ekE1dvLNVv6/Zy/RaCRSBpAaw5tdz1xJeW+8VVSZIkSdKYrDv6tUP32bJ1BAPpwsvBJEmSJEmSGsAzgSRpgj36T4c/i+yy80YwkIqVWa5t7z5jBCOZfL/73BIZeH8z15UkSZLmZhFIjXXCE15Xqt/nvnxWxSORJEmaDI87+U3Dd3pK9eOQJI2GRSBpSOtWlSgCrX5g9QORJEmSJGkI3hNIkiRJkiSpATwTSJIWwNrHl7v8kJX3rnYgkjSH31/7+uE7vbD6cWj+Sn/uPHifagdSY2XX4b9/xVsHSJpcFoE0FdbudfLwnR5/TPUDkSRJkiRpQlkEkqQhnXRYiV9eWuZ9obRwTjryzHId/26/agciSZKkieI9gSRJkiRJkhpgoDOBImId8PfAIuCdmfn6jteXAO8DHgXcBDwzM68edjClLumpg7947LhHIEkas5OWv6RcxyetqHIYaoiTDvnrch2PPKjagUgamwX9v9UZ/n9Hqou+RaCIWARcCKwF9gDbImJzZu5sa/YC4ObMfFhEbADOB545igFLUlXKHhwtPvTgikciSb2tu//wd16O/b20b5qU+rx6rPc+lKR2J+77vOE7PeLw6gcyZoOcCbQG2J2ZVwFExCZgPdBeBFoPbCwefxR4W0REZmaFY5UkaSKU+Q/Z4oc8eAQjUZ2ULTwvuu99Kx6JJEm9PXnvU4bu89k7PziCkWgUBrkn0DLgmrbne4p5Xdtk5l3ALYB3QZUkSZIkSZoQ0e9knYg4GTgxM19YPH8usCYz/6qtzY6izZ7i+XeKNjd1vNdpwGnF0yOBXVUtSIUOAG4c9yBqote6OjQzl1b5hyrMzjRs32ldhknOzUKahu07Kguyz6lpbmaYn+7c58xfE7PVlH1OXbZtXcYJ073Pqft2mGRN2OfUaZvUfaw9czNIEej3gI2ZeWLx/NUAmXleW5utRZv/iojFwHXA0jpeDhYR2zNz9bjHUQd1XFd1HHMnl2G6uW56c9305zrqzvUyf01ch01Z5rosZ13GCfUa67DqtGx1GivUb7xl1GkZp3msg1wOtg1YGRGHRcTewAZgc0ebzcCpxeOnA1+oYwFIkiRJkiRpWvW9MXRm3hURpwNbaf1E/Lsyc0dEnANsz8zNwMXA+yNiN/BjWoUiSZIkSZIkTYhBfh2MzNwCbOmYd3bb49uBcj95MXkuGvcAaqSO66qOY+7kMkw3101vrpv+XEfduV7mr4nrsCnLXJflrMs4oV5jHVadlq1OY4X6jbeMOi3j1I617z2BJEmSJEmSVH+D3BNIkiRJkiRJNdfoIlBEvCEiroiIb0fExyPifm2vvToidkfErog4sW3+umLe7og4czwjH79JXw/TsG0j4uSI2BERv46I1R2v1WIZOk36+BbaNOR0oTR1uXsxO4Np4jLPl9lqmdJlqs22resx0CSMoSp1ykvxt2uZmUkcS1XqlKG65qf0GDKzsRPwZGBx8fh84Pzi8VHAt4AlwGHAd2jdFHtR8fhwYO+izVHjXo4xrLeJXw/TsG2BRwBHApcAq9vm12YZ6pabMayT2ufU7JidSZ2auMwVrbfGZ2sal6lu27aOx0CTMIam5qWumZnW7NQxQ3XMz3zG0OgzgTLzs5l5V/H0UmB58Xg9sCkz78jM7wK7gTXFtDszr8rMO4FNRdummfj1MA3bNjMvz8xdXV6qzTJ0mPTxLbhpyOkCaepy92R2BtLEZZ43swVM5zLVatvW9BhoEsZQmTrlpRhvHTMzY5LGUpk6Zaim+Sk9hkYXgTr8GfCZ4vEy4Jq21/YU83rNb5q6rYdp27Z1XYZJH9+4TVtOq9TU5R6U2emuictctaZmaxqXqVNdt+0kj3USxjAqdc0L1GO8kzSWUalrhiZ5rKXHMNBPxNdZRHwOOKjLS2dl5ieLNmcBdwH/MtOtS/uke9GsiT+v1mv9LOwgpmDbDrIM3bp1mVeHfE5EbhbaNOR0Apid2czOYBqZm0GYrb5qm506bdspPAaqXW7qlJdiLNOWmRm1y86MOmVoCvNTOjdTXwTKzBPmej0iTgWeAvxBFhfX0aqiHdzWbDlwbfG41/wmmWv9LJhp2Lb9lqGHiVqGIUxEbhbaNOR0ApidLsxOX43MzSDMVl+1zU6dtu0UHgPVLjd1ygtMZWZm1C47M+qUoSnMT/nc5ATcNGpcE7AO2Aks7Zi/itk3gLqK1o2XFhePD+M3N19aNe7lGMN6m/j1ME3blnveoKx2y1CX3IxhnUxNTs2O2Zm0qYnLXNF6a3y2pnGZ6rpt63QMNAljaHpe6paZac1OnTNUp/zMZwxjD8c4J1o3droG+GYxvaPttbNo3W17F3BS2/w/BK4sXjtr3MswxnU30ethGrYt8Me0Krx3ANcDW+u2DHXLzRjWR+1zanbMziRPTVzmCtaZ2ZreZarNtq3rMdAkjKGJealzZiZxLE3MUF3zU3YMUXSWJEmSJEnSFPPXwSRJkiRJkhrAIpAkSZIkSVIDWASSJEmSJElqAItAkiRJkiRJDWARSJIkSZIkqQEsAkmSJEmSJDWARSBJkiRJkqQGsAgkSZIkSZLUAP8PSIzNfb+EyskAAAAASUVORK5CYII=\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "7 441.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAFgAAABZCAYAAAC6yeORAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAALrklEQVR4nO2ca2xUZRrHf885M512pkwv0CKp21VIG+tGXNTsmjRoZGVdGo2aYOMalaAJ+GHxFhOI8gHbaHSjlUT94CWNKNkQrZfdoAiIJs2GmNYlNNy21d1MO9MZaKGldNq5nTnvfqAzllKgduacMuz8kpNz5pw553367zPPe3vOK0op8liHNtcGXOnkBbaYvMAWkxfYYvICW0xeYIvJSGAR+ZOIdIvITyKyKVtGXUnIbNvBIqIDPcBKIAB0An9WSh3Nnnm5TyYe/DvgJ6XUf5VScWAHcG92zLpycGRwbxXgn/Q5APz+YjeISMbdRhFBRFBKISKzesbke5VSZKM3q5Sa1phMBJ7ugedZKiLrgHUZlHMODocDp9MJgGEYOBy//E8wDIPi4mKi0SiJRIJEIpEt884jkxARAH416fPVQHDql5RS7yqlblFK3ZJBWeehlKKxsXHa85fi8ccfZ/369dk054JkUsk5OFvJ/QHo52wl95BS6shF7sn4t+h0OnE6nbz11luYpsmTTz55zvVEIoFhGBQVFU17v1IKl8tFPB5Pfz8bHnyhEDFrD1ZKGcBfgN3AMeDji4mbTZRSeL1eXC7XedecTicikhZwOi52LdtkEoNRSn0FfJUlW2aMiLB79246OjrOu2aaJg0NDXz11fRmzbZinC052ZNTSuHz+ejt7Z32ekVFBV6vN10hTm012ElOCgywfPlyrrrqqvPO33///XR3d6OUIplM8tRTT1FZWZm+PvnYDnJWYI/HQ01NzXnnu7q6WL16NaZp0tjYyMsvv8zixYvTcfeBBx6w1c6cFFhE2Lx5M4WFhXg8HhKJBKZpAuD3+9mzZw+GYVBZWYlSis8++wyn04mu6xdsXVhFRpXcXJJqKaxbt4758+cTjUZpbm7G4/Ewf/58IpEIS5YsobS0lMrKSsrKyqivr8/H4F9Ce3s7pmnidDrxeDy8+OKL1NfXA2eba8lkkvfeew/DMNiyZQu33XYbDocj3T1Oeb2V5LTAsViM/v5+Pv30U3bt2oXX62XVqlVUVVWxdOlShoeHWbNmDQUFBYRCIRwOB7FYLC2wHd6csyEiRVtbG4Zh0NDQQG1tLcPDwyilGB0dZXBwkNbWVkZHR+np6WHr1q2EQiFM07StPZzzAiul0HWdlStXUlFRgYiwdOlStm/fTjAY5Pjx47zwwgs4HA4ikQhKKTRNsy1M5HSIgJ+HL5999lk++ugjhoaGGBwcxDRNAoEAXV1deDweIpEIpmmeExrsCBE5L3AKTdNoaGjgyJEj1NTUcN9993HXXXdRUVHBY489hmEYxOPx8zzXapGvKIE1TWP//v0UFRXhdDo5cOAAa9asoaenh2+++YYHH3yQZDJpayV3xQicChUbNmxgYGCAxYsXU1JSwqJFi3j//fdpb29n2bJlPPTQQ7baldMCp8Ybkskk8XicLVu24Pf76ezs5NChQ7z++usYhkEkEuH6668nFouxYsUKW23MWYEn/8RFhJ6eHp544gnKy8sZGhpi69at6LrOo48+itvtJhqN0tbWRiAQwOFwpOf18jF4CqZppjf4WejrrruOYDCIw+Ggt7eXcDjMa6+9xieffIJpmtTW1nLkyBGamprYtGkTzz33XL6jMR2pNiz8PDuslMIwDN544w1Wr15NfX09/f399Pb2kkgk0DSNpqYmRATDMKipqTmnsrPUXkufbgFTp+tTbVuHw8Gbb75JY2MjwWCQEydOcPPNNwNnZ6KXLFmCx+Ph7bffZmBggKefftoWD571pOesCsvCpKeu6+i6nhZ5cqj47rvv6OjooLq6murqam644QaSySSRSISdO3eilKKlpYVjx45l3XutyIuYUyZ3cZVSuN1u+vr6OHz4MKOjo9xxxx3p3pvL5aKlpYVEImFb5ZYi50IEcE5HISXUypUraWpqQtM03nnnHXbu3ImIUFBQwIEDB+jp6WHt2rX09vbaOiaccx481ftEhIcffphXX32VwcFBEokEq1at4osvvmBkZIS6ujpOnDiBiFBUVEQkErHV3pwTeCqmadLa2orf72fBggV0dHSwbNkyDh8+jGEYbN++nWQySVlZGfv27UPXdZLJpG325WSIANIDNpqmEQqFEBFisRgnT56kra2No0ePEg6H8Xq9+P1+dF3nyy+/tFVcyEGBU93jVJiIRqNEo1EKCgoQEXw+H42NjVx77bW0t7ezceNG6urqKCwstF1cyNEQMbkdPDIyQjweZ3R0lL6+PiKRCEVFRRw7doyWlhZcLheBQIBoNJpuQdhJznlwilR3+fjx45SWlmKaJuXl5cybNw8An8+XTlEdGRmhsbFx2lw2q8lJgSd7YUFBAadPn6ayshLDMPB4POi6zk033cTevXsZGhriww8/5JFHHrHdeyEHQ8RUkVwuF2NjY4RCIc6cOcOhQ4fQdZ21a9eiaRput5vS0lLcbrftiX+Qox48mVRLYWRkBMMw0HWdRCLBSy+9hK7rBINBxsbGcLvdHDx40Hb7cl7gVD5wqqscDoeJx+NUVlbi9/upra1NJ6G43W7b7ct5gVPDlyLC+Pg4ZWVlxGIx6uvrKS8vB0hPdrpcrnx+8C/F7/cjIpw5c4ZQKERhYSEul4vCwkIikQjJZDIdNjTN/j835wVuaGhARKiurqaqqgqA06dP8+233+J0OonFYoyNjeF0Om3JRZvKjAQWEZ+IHBKRgyLyw8S5chHZKyI/TuzLrDV1esbGxgBIJpP09vbS2dmJaZqcPHkSt9uNrusADAwMXPYdjTuUUr+d9DrWJmCfUqoG2Dfx2XYcDgfBYJBYLEZZWRmBQIDi4mKWL19OcXFxOmWqpKQEwPYwkUlp9wLbJo63Afdlbs4vJ5VgYppmuufm8/no7OzE5/MBpJtvwKxeXMyEmQqsgD0i8q+JNzcBFiqlQgAT+2lffhCRdSLyQyq0ZJtEIsHmzZvx+Xw0NzfT3NzM+Ph4OtMnEAjgdDoJh8OMjY3ZPuAz039nvVIqKCKVwF4R+fdMC1BKvQu8C9mZk5uKaZo8//zzbNiwAa/Xy6233sqpU6dYtGgR4XCYhQsXYpomfX19eL3ebBd/SWbkwUqp4MR+APics2/anxCRRQAT+wGrjLwYpmnS0tJCNBplaGiIO++8k4qKCtavX5/O+BkeHmbevHn09/dffuPBIuIRkXmpY+CPwGHgH8Caia+tAf5ulZGXIhQKpfOE6+rq6O7uTqdUHT16FIfDwd13380999xju20z8eCFwD9FpAvoAL5USn0NvAKsFJEfObsoxyvWmXlxRCTdzv3++++prq5mdHQ0HYs7OzsZGJiTH9ilBZ5YcOPGie03SqmXJs6fUkr9QSlVM7Efst7c6RERNm7cmA4Ju3btIh6PY5rmnI2ipci54crpEBEOHjyYbqp1dXURCATYtm0bhmHQ2to6dyJPzTGwcuNscy/rm6ZpStM0BSgRUS0tLerGG29UJSUl6uqrr1a33357+rpV24X+5pxLnbrAc9NdYF3Xqamp4ZlnniEcDjM+Po7P5+ODDz6wtAVxodSpnB/sgXNnOVLHp06d4pprrqGqqoodO3bMyYwy5GDy36XQNI0VK1awf//+9LDlwMCA5QJfyIOvOIGB9LiDpmkkk0lbhikvl+zKMNBtdSEpb83QaxcAJ2f43V9f6ILdAnerLK8+ZRUi8kM2bL0iKrnLmbzAFmO3wO/aXF4mZMVWW1sR/4/kQ4TF2Cbw5byYs6Wz5jYN8ujAf4DFQAHQBVxv50DTJezzAQumnPsrsGnieBPw6myebZcH5+JizlmZNbdL4OkWc66yqeyZMOtZ80thV09uRos5zyGznjW/FHZ58IwWc54rlIWz5nYJ3AnUiMi1IlIAPMjZWek5x+pZc1tChFLKEJHUYs460KpsWsx5BiwEPp+Ys3MAf1NKfS0incDHIvI40AfMalXRfE/OYvI9OYvJC2wxeYEtJi+wxeQFtpi8wBaTF9hi8gJbzP8Ahkwx0tYmRkoAAAAASUVORK5CYII=\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  306.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 306.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  226.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 226.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  13.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 13.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  67.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2 67.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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4KlXvSqSrqpLJpJLgWCym+uROYi4X2sy3m9ZNb5BoPGAKcO6KZ/ViupRy6mB/5FuCj0kpR7bYK08QQuwfjb6OuaTnRMMkwTlGvgl+K8/tjQSj0te8Grl/RUyqiBwjbwSLMfwxZyFEkxDisBDieze1JYQoEUL8UwjR2LcND6vyoaSMRlro/fTiCXpjyya9seW5+Wh7iP1r4uKk7t+AZ/r2nwG2DafufEnwePyY81+Bv/ft/x1YPZxK8kXwYB9zrspT20PBsLPmV0K+ZnJD+pjzn4h/k1KeFkKUAf8UQhwdrYrzJcFD+pjznwWZw6x5vggesx9zFkIEhRAF7j69WfMfuZA1hz+YNc9GXlSEHNsfcy4H/tEX4jSA/5ZSfiqE+Bb4QAjxn8Ap4L7hVD45k8sxJmdyOcYkwTnGJME5xiTBOcYkwTnGJME5xiTBOcYkwTnG/wPKjh0Hv8j3yQAAAABJRU5ErkJggg==\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  460.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 460.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  302.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 302.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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IFosFWZb5xS9+MY5Qup6tzYWqhBnkIrJFR7rwM4Vu1mR9EbJarYb9/OMf/8iaNWs4efIk7777rhFGP/TQQ8yfP5/vf//7jI6Okk6njbIqSZIoKipidHSUaDQKQF5eHqlUahwJpfcvk+zJhYeAGRBwNgfenNXIRqRkJhrNA9Vr2VRVZffu3XR1dREIBIxAJB6Pk0gkGB0dJRKJIISgu3vsyQePx0NHRweJRILa2lp27drFzp07GRkZGdeO+WMW6kSmzoxpF/BkK3Kuq3XmFNZvxtmzZ7l06RIfffQRmjZW5hqNRkkkEpSXlxteRSwWI5lMkpeXRzKZ5NChQ3i9Xs6dO8eTTz7J9u3bUVWVdDqNoiioqjoubZ9LyZTR1+n0IiwWi6YXhOgd1Kekbhb0ujTdHmZ7jiPbAM2zoKqqij179ozTuuHhYfLz85EkiYMHD3LfffeRSqU4dOgQlZWVVFdX09nZyenTp1m7di0LFizA7XYbXPRELqZObU7kRcwYF2Em3c2uWOb/mdMwk0s2C1uSJOx2O11dXbjdblKpFIWFhRQVFeF0OgmHw1itVmKxGI2NjTQ2NmK321FVleHhYdLpNCtXrqS9vZ3XXnuNkZERQ3t1ilTPmugE/m3HRUwGs9Zmw0SDEUIYFZrxeBxZlrHZbEZ6KZlMEo1GjZKrwsJCiouLmTNnDvPnz2fOnDkkk0mKi4vxer24XC62bt3KnXfeaZRXTYRbYoOFEJ1CiBNCiKNCiMNX9nmFEH8RQrRe+S7I5VpmIWV6DLq26tqha4555c4clO55JJNJg4LUuWJVVenq6uLo0aPYbDaGhoYYGBhg6dKlxvVisRjBYNDIA0ajUaN45YUXXsDr9RrH6rNMT9beag2+X9O0u7Srj2M9D+zXNG0hsP/K7+sik+jJ3Da7a2ZPwTyYzEGZeY1kMsmuXbuQZZm+vj5kWcbtdmOxWFi0aBHt7e1GEUosFiMQCJCfn88dd9xhhOWfffYZAwMDrFq1il/96lfXkFG5eA9G33I6Kju+Arx+Zft14F8+7wVy8Romyt+ZoZsUXSM3bdqEx+Ph9OnTHDlyhK6uLoaHh7l06RJz585FVVVCoRD9/f0sWrRoXLqqsbERVVVpbGwkkUjwyCOPIMvy5+630f8cj9OA94UQ/yvGntwEKNE0rQ/gyndxthOFEN8UQhwWQhw2Z4av/DeOsbqm0QlSNZkBgHmfbk8lSaKuro5AIEB9fT3l5eVUVlaiKAqnTp3ib3/7Gw0NDUZ/UqkUjY2N+P1+zp8/j8Ph4MMPPzRyfOb0kXkct4quvFfTtF4hRDHwFyFEc47noWnaK8ArMOam6cLItF/mElEdE01HPSDRvQ99W5IkNmzYwKlTp1i1ahXd3d1s376dRCJBIpHA5/MRi8W46667aG9vN54F0dNLFy5cwOl0kp+fT1tbG5s3b2ZwcHBcYsBMyOdiJnISsKZpvVe+A0KIdxh70r5fCDFH07Q+IcQcIJDDdXJp7rrIrGzUy/6tVis7duygoqKCgwcPcvz4cdrb21m9ejUOh4OysjLC4TCKouD1ehkYGMDpdHLhwgX6+voMngPA7XZz9OhR6uvrr6l4/zy4roCFEE7Aomna8JXth4F/A3YDTwM/vfL93zlcy9BIc1isI3PK65xD5o0xE0Zm8l4Iwcsvv8y3v/1tenp6uP/++/H7/TQ3NxMIBJAkiebmZgoLC1mxYgXHjx/H7XZz4MABozjQ6XTi8Xjw+Xz4/f5xJsHsRl7vETEdudyWEuATIcQx4FPgfzRN28eYYB8SQrQy9lKOn+bUot5wloKOTNORjdXKZNjMRFAkEmHLli0cP36cJUuWcPHiRcLhsFGELUmSUeytl7ICqKpq1MH5/X4KCgqIxWIsWLAARVGMRxzMbebqRVxXgzVNawfuzLJ/AHgwp1amGHqGOp1O8/DDD9Pf38/g4KBR0qoHGnqWOZlMGlqo+80Avb291NTUoKoqLS0tPPbYY4bpuVHM2FNG2ZCZizN7C2YNzyS/zSGsEIJFixZx8uRJCgoKjJRRcXGxUVytc8K631tQUIDdbkcIgcvlorOzky996UvYbLZxj3VlhsyTjcXo2y2SWc6YTBvMUy8bmZMZeJiPjcfjFBUVkU6nGRkZob6+3vh/dHQUWZbx+XxGtBcIBLDZbGiaRmFhIalUisrKSk6dOsXGjRupqKgglUoZjxdkcti6Db5tuYiJGKrJjs8G83NtO3fuNOxlXV0dZWVlJJNJXC4XwWAQu91uCNrv9xucscPhIBQKEQwGqaurY/HixYY3EQgEKCkpuabdzOBjIkx7Ts68YJg9BcCwiRM9HZ8NunC3bdvGihUr6OjoIBqNUldXR319PYFAgEAgwNy5czlx4gQFBQUkEgkOHz7Ml7/8ZQYHB1mwYAFer5fa2lrjlTd2u50//elPRl3ce++9N46A11NQt119sA6zLc2mzblqtx4eP/fcc8BYliIUCtHV1QVgFKm4XC6qqqr42te+xjPPPMPKlSuZP38+c+fOJS8vD4fDMe4h8sbGRrxeL0NDQ0a9RDbX7LarTTMTOpkET+ZiBlcXPnMklVl1s2jRIoaHh6moqKClpQVZlunp6WH37t0AeL1eI63kcDioqqpiw4YNjIyMEA6HicfjxoIWDAbZvXs3w8PD9PT04Ha7eeCBB4zHeCd6KHEiTHddxDDQMm0N3hwKgUs5HjtX07SibH9Mtw1u0XJ4+9TtgCvk1E339bbKaPwzYlbAU4zpFvAr09zezeCW9HVaF7n/j5g1EVOMaROwuI1f5nwrs+bXINPJn4oPY69ebAPmAwpwDFg2HW3n2L9OoDBj338Az1/Zfh548UauPV0a/I/4MuebzprD9JmIbC9zvmOa2s4FN5w1vx6mK5LL6WXOM4gbzppfD9OlwTm9zHmmoJmy5sC4rDlArlnzbJguARsvcxZCKIy9zHn3NLU9KYQQTiGEW99mLGt+kqtZc8gxa54N02IiNE1LCiGeA97j6sucT01H2zmgBHjnCvUoAW9qmrZPCNEE/JcQYgdwHnj8Ri4+G8lNMWYjuSnGrICnGLMCnmLMCniKMSvgKcasgKcYswKeYswKeIrxf8UZMTbAth24AAAAAElFTkSuQmCC\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  125.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 125.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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4s8PhwOFw4HQ6p9wmXqdeQK5c0+2dTLebtl1K2SOEWAwcE0J8MV2ypJSvA6/D2FD5RtdP1ixhjPQPPvgAy7Jwu910d3fT19eHlJJEIkEoFKKurg4pJYsWLaKhoYFf/epXHDp0CKfTeV2Z0zEXuddls9nronDK/s7YREgpe8Z/w8B7jK207xNClI5XUAqEp1NWbhPMtWO5WjLZeYXS0lLa29uRUhIKhejs7LTXb5imycjICCok+pOf/IRQKGSHKXOex9bSyTRaObJcbZ0sxDlRtkmf94arZIQoADQpZXR8/xjwImNLaAeklP8txj7GUSyl/M+pyjIMQ/p8vmvIVg+s4HK5bHuniFEvBcbivbqus3HjRgKBAOl0mvb2drxeL5cvX8blciGlJBaLEQqFeOCBB3C73bz//vs2cRNtLHBdWFPZ2Ww2a29fpanjk7ZvLeAuhKhmTGthzKS8LaX8LyFECfAHoBzoAJ6UUg5OVZZhGHLRokW2Bk02yU556FwnkgtFTDabxe12U1JSQjQatVe85zZlNbN9/fr1FBYW8tZbbzEwMEBJScmk8uUuHVALJCf+p/7PlaunpwfTNG9tfrCUshXYOMn5Aca0eNpQ5E0MfOc2P6W9E7Usd1VQ7v0DAwN20869VpHj9Xrt9BHAkiVLrrO/6jh3NZOalJ0LVebNjBDnNBYhhMDhcJDNZnE4HPb53AfJJUrXddt2KoIUeU6nE8uyKCgosJuyqkMIwTe/+U1OnDjBwMAADQ0NuFwuysrKuHLlCsXFxddopNpXCxmV7c2d/aNmvqvjTCZzw0EGzHHA3eVyybKyskltYG4HHrCdi7pO/aoYgzpW0/7VcgDVdFOpFB0dHdx33324XC7i8TiDg4O43W6i0ahtorLZrN3kJ8qkXm7uHAq1rwiWUtLe3s7o6OjtX0KgaZqtobl9yVybpnoSEz23OheLxUgmk/aXU1SWWkGdDwQCeL1eqquriUQibNu2jcHBQTsYn0ql7BflcDjstRq5UDJlMhmy2az9MnMd71TOD+ZYg71er6ypqbG7QOoB1aa0OJf8iRqcq+UAhYWF18UEVDbZ7/dz+vRp3G43Ho8HwzBYtWoVbrebbDZ7jWYqEzORD3VeZaMV2UqD0+k0dXV1xGKx26/BavGJIkitUVb/KaKVRgkh7G/tOByOSYe4yuMXFRXZ69uuXr3KyMgIqVQKr9dLKpUiEAhQXV1tr+pU96sys9msvfZZyaGCOkpLE4kE8I8WpzR5Ktw2EwHYqR4Ftbond0alw+G4xmzk2kIYezFXr16lubnZ1iiVZVZO1e/3U15ebk90UStKYXKHpWb9KHOg+sG5jln1x2+EOTURQogo0DhnFc4MdwFXp3lthZQyONkfc50yapR5/PrUbEII8dlsyHrHZDTuVCwQnGfMNcGvz3F9M8GsyDqnTu7/IxZMRJ4xZwSLefwx57xmzXNT0fnaAB1oAaoBJ3ABWDsXdU9TvjbgrgnnXgb2j+/vB/7nVsqeKw2+Ez/mPCtZ87kieLKPOS+bo7qng1vOmt8IczWSm9bHnG8jbjlrfiPMlQZP62POtwtyFrPmEzFXBJ8FVgkhqoQQTmAP8MEc1T0lhBAFQgif2gd2AZcYk2/f+GX7gPdvpfw5MRFSyrQQQn3MWQfekDf5Mec8Ygnw3njYVGXNjwohzgJ/EEL8O+NZ81spfGEkl2csjOTyjAWC84wFgvOMBYLzjAWC84wFgvOMBYLzjAWC84z/A9kd5Jw3tgXBAAAAAElFTkSuQmCC\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  380.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5 380.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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DlQxGf5yqXF/xshTRt1qtzJo1iw8++ICjR4+qKmT+/Pn885//JBaL4Xa7MZvNABw6dIhFixaRk5PD9u3biUajGI1GbrjhBrKzs/H7/Wzfvp2CggKcTicGg4HOzk61nCsjI6NPMmAwGDEOVuzZU8Vhlat/7NhoNOJ2u7nnnnuora3l66+/prq6mmAwyKxZs/jjH//Ib3/7W5YvX859991HXV0dL7zwAhaLhby8PLxeLzk5OdTX1zN37lxsNhvQa89mZmZiNptVl9vn8/HMM89gNBp58skngTOTvhGr7OlfptRflyUvgAaDAZ/PRyQSYe7cucycORObzaaaT19++SXz588nPT2dlpYW7HY7BoOBlpYWVq5cSUVFBVdffbXKkU6nk6amJubOnYvP58NqtWIymdTIm9lsxmAw0NjYSGNjI1qtFoPBwKJFi/j1r3/NM888g91uVz3AU2FQHCyEOCKE2CmE2CGEqD7xm0MI8bEQou7E34zBtKVwobLQpapUlGUZSZJU0Vy0aBGPPvooq1evZv78+WRnZ9PT06Om9C0WCy+88AJ6vZ5PP/0Uo9HIW2+9hRCCa6+9lrVr1xIOh6mtrSU7O5toNEpJSQkAzc3NhEIhotEoY8eOJRwOYzKZ6Ojo4LXXXuO9995TY8kej4cPP/yQN998k1tuuQWj0aiabwPhTDj4e7IsdyR9XwxslmX5OdG7T3kx8PgZtJcSgUAArVbLL3/5S0aNGkU4HKalpYWqqioOHz5MRUUFJpOJrKwsgsEgixcvRpIkFixYgNPpxGaz0d7eTjgc5ujRo7z99tuqNMydOxe/309TUxPl5eX09PRgtVrZuHEjNpuNyspKfvzjH/Of//yHzZs3q1VEOp2OcDhMRUUFXV1dlJWV0djY2EvA02ysPBcdfDOw5sTnNcDcM3m4/wKn1+sRQmCz2Vi6dCmTJ0/GarVisVjIycnhlltu4brrruOvf/0rzz33HAcPHqS+vh4hBEajEavVitVqxWAwqDk3u92O1WpVuVYppyooKECWZZXABw8eJBKJUFZWxvr168nLy1PDmFqtlkgkwvTp09m9ezcLFizg5Zdf5vnnnycQCKgL6EAYLIFl4N9CiK9E785NgGxZlptPEKsZSBnFEULcK4SoFkJUn24jitFo5MUXXyQ7O5uamhqamppYv349er0eu93Opk2b0Gg0dHV14Xa7ueSSS1i4cCHvvPMOx48f58EHH2TOnDkEAgEyMzORZZk1a9aQm5vLvffeiyRJlJaWEovFMBqNtLW1sWHDBq666iqVs0ePHs0LL7zQZ1dSMBhkwoQJuFwunn32WRobG+np6UGSpD4FKqkwWBUxXZblJiGEC/hYCLFvkM8hJ+301Ov1cv+KReW7UrMAEIlEyMvL4/Dhw1x//fU4nU6++uorqqqqmDFjBlarlaamJiZOnEhGRgZPP/002dnZyLJMdXU1HR0djB49mpdffpnCwkK2b99OMBhUtlsxfvx4fv/73+NwOLBYLDgcDnJycuju7mbmzJl89NFH6HQ6lRmmTZtGZmYmmZmZ2O12Pv/8czW4fzoMioNlWW468bcNWE/vTvtWIUQuwIm/bYMluoJk491ms7FhwwY6OzuxWCzodDpcLhc9PT0cPnyYSZMmqVU/S5YsoaqqiieeeILXX3+df/3rXxw9epQxY8bQ2NjIwYMH1Xauv/56Fi9eTFVVFQaDAZvNxr///W9sNhvjx48HIC8vj0gkQmVlJddccw12u10N5GRmZuJyucjMzOStt97ihz/8IfF4HKVC6XRWxGljEUIIC6CRZdl74vPHwHJgJtCZtMg5ZFl+7FRtSZIkK5Ev+Mai0Gg0rFixglgsxrhx49izZw9ZWVn09PRgsVjYsmULJSUlhEIhSktLAdi6dStFRUXq5hbF8pg4cSKrVq1i4cKFjBo1irvuuouNGzdy6aWXsmvXLjQaDX/605+4/fbb+fjjj5FlWd3X0dzcjN/v71M3HI/HmTVrFvv372f//v3Y7fY+9rlGozllLGIwKiIbWH/iTemAv8uy/H+FENuBtUKIhUADMP90DWk0Gmw2m5rJVUwcIQShUIhgMMi+ffuIxWKEw2EcDgdut5svvviCoqIirFYr4XCYiRMncumll3L77bfz0ksvsW3bNl555RU8Hg/33HMPN998Mz6fD6PRyO9+9zuuvPJKXnnlFTo7O+no6KCkpIRPPvmEUaN697K7XC62bdumFhvqdLo+i3BGRoZaBaTVatVSq1RlsGdMYFmWDwOXpvi9k14uPiOYTCYMBgMGg0G1HIQQvPnmmwghmDZtGoWFhdTX15Oenk52djaXX345BoOBvLw8QqEQd999N/v27VNDje3t7Tz00EPk5OTQ2dmJ1WpV99Xt3buXq666ivr6evbv349Wq+WRRx7hueeeo6ysjNbWVpqbmwkGgxQUFKhSlZzC37Ztm1qrHI1G0ev16uJ2urzcsIYr9Xq9nJubiyRJaLVabDabygWxWAxJkhg/fjxNTU20trbS3d3NY489xosvvkhHRwerVq3iyJEjzJw5k7/85S8YDAbC4TAPPPAATU1NbNq0Sf2ttraWrKwsJk6cyBtvvIHX60Wr1bJ06VJqa2u58cYb+clPfkJJSQmHDx/G6XRy5ZVX0t7ejhACSZIIBoNEIhHcbreqDiZMmEBXVxetra1qEP7o0aMEAoELp3xVkiTV1VVgNpuxWq0EAgGamppIJBL4/X6ysrJobm7mgQceQJZlMjMz8Xq9vPvuu8ybN49PP/2U2267jc2bN5Obm8umTZtobGxkyZIlFBQU8Jvf/EbVpatWrcJms/HBBx/g9Xqpqqqip6enz7Yuh8NxUq2Gos4UlSZJEkajkdbWVqDXGwyHwyNPYKPRKI8fPx69Xo/ValULsBUdHAqFiEQipKen9zmLQaPRUFRUREZGBlOmTGHLli2Ul5czffp07rzzTiKRCIFAgOzsbCRJUs+KiMfjaLVacnNz6ezs5NZbb8Xn86HX66mpqeHAgQNkZWWp6SGj0dhnO5lOp1Or65O3FEiSRCKRUGPFhw8fvjAIbDab5QkTJqDRaHC5XOrOy0QiQTAYJCsrS13Rode7kySJ4uJixowZQzgcVjlbmawy+Xg8roYxFYIBanE19D2jIjlDDagpf7fbrXp9StWn3+9XFzblpUGvve7xeKipqcHn8418VlmJfim7hZSoldlsJpFIoNPpaGlpIS0tjbS0NFVUPR4PO3bsQAhBOBzuUygtSVLvRE5wmizLfSrWlVhBcnApuSRWCaorUqOkiJRtvYDK2bFYDFmWiUQiah+hUIi9e/cOOOdhD7gHAgE0Gg3t7e10dnaqppHZbMZisWA2m3G73fj9flXXBYPBPoV6iugKIYjFYifpSOUFaDSaPtaAQlhF3JMjYZFIpM9RNUajUeXyQCCgSgf0Vmy63W70ej1ZWVmnPlxpOFWEEMIL7B+2Ds8NmUDHae/qRZEsy1mp/jHcHLxfluUpw9znWUEIUX0+xvqtqU37tuIigYcYw03gPw9zf+eC8zLWYV3k/n/ERRUxxBg2AosL+DDn85k1PwmpUufn+wK0wCGgBJCAGqBsOPoe5PiOAJn9flsBLD7xeTHw/Nm0PVwc/G08zPmcsuYKhovAqQ5zzh+mvgeDs86anw7D5ckN6jDnEcRZZ81Ph+Hi4EEd5jxSGKqsOQwfgdXDnIUQEr2HOf9rmPo+JYQQFiGETfkMzAF20Tu+u07cdhfwf86m/WFREbIsx4QQymHOWmC1fAaHOQ8xzlvWPBUuenJDjIue3BDjIoGHGBcJPMS4SOAhxkUCDzEuEniIcZHAQ4yLBB5i/D+PX7Gm/blVWQAAAABJRU5ErkJggg==\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  97.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 97.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  386.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5 386.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  340.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 340.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  354.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 354.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  246.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 246.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  318.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 318.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  162.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 162.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  112.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5 112.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  157.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 157.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  374.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "1 374.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  346.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "6 346.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  332.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 332.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  505.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 505.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  517.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "6 517.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  238.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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GIkmSJEkaCY8EkiRJkiRJagGLQJIkSZIkSS1gEUiSJEmSJKkFvCZQwzz/c++q1e/2M4Y8EEmSJEmSNFE8EkiSJEmSJKkFLAJJkiRJkiS1QKUiUERsiIhdEbE7Ii7r8vqlEbEzIr4cEX8TEScPf6iSJEmSJEmqq+81gSJiMXAtcDawB7g9IrZk5s6OZv8ErMvM70XErwBXAa8ZxYAlSZIkaRCn/rcPDNznzl8ewUAkacyqXBj6TGB3Zt4NEBE3AecBTxWBMvPvOtrfCrxhmIOUJEmSTts8+H/kAe64aMgDkSRpSlU5HWw5cG/H8z3lvF7eDHxuPoOSJEmSJEnScFUpAkWXedm1YcQbgHXA1T1evygitkfE9r1791YfpVrP7KgOc6M6zI3qMjuqw9yoLrOjOsyNqhSB9gAndjxfAdw3u1FEvAR4F3BuZj7e7Y0y87rMXJeZ62ZmZuqMVy1ldlSHuVEd5kZ1mR3VYW5Ul9lRHeZGVYpAtwOrI2JVRBwKnA9s6WwQEWcAf0BRAPrW8IcpSZIkSZKk+ehbBMrM/cAlwDbgDuDmzNwREZsj4tyy2dXA4cCfRcSXImJLj7eTJEmSJEnSGFS5OxiZuRXYOmve5R2PXzLkcUmSJKnBfuLSGnf6Omr445AkqU2qnA4mSZIkSZKkKWcRSJIkSZIkqQUqnQ4mSZoea367xikWwM7/8rYhj0SSJEnSJPFIIEmSJEmSpBbwSKAJtvadg/81f9lZIxiIJEmSNAH+wy+9v17H1THcgUjSlPJIIEmSJEmSpBawCCRJkiRJktQCFoEkSZIkSZJawCKQJEmSJElSC1gEkiRJkiRJagGLQJIkSZIkSS3gLeKlhvmZl15Vr+PLrAm33QveMPhtd3/010cwEE2Vs1/4Xxfss7Z9csE+SpIkiRe+/Jpa/Va9Y8gDGSL/1ydJkiRJktQCHgm0AH76lfWqh6xePNyBSJIkSZKk1vJIIEmSJEmSpBbwSCBJkiRJUqOdde7VA/d59++MYCDSmHkkkCRJkiRJUgt4JNCAfu7s9w7e6YdczarnnBdsHrzTMcuGPxBJkiRpAvzsOVfW67jM4x8ksAgkSZJKG0+tcT/T444c/kA0Vdav21Sv41k/NNRxaPpseN67B+/0748e/kAkqUUsh0qSJEmSJLWARwJJktQwG1ddWq/jIYcMdyCSJElDtuH0y2v1+/yXalxqo4E8EkiSJEmSJKkFLAJJkiRJkiS1gEUgSZIkSZKkFmjtNYE2rnxbvY6rjx/uQCRJkqQptvE5v1av43HHDHcgGptad5esa6W5UT0bT3n74J1OP2H4Axmz1haBJEmqa8ORv7Rgn/X57350wT5L2njCrw7eacVxwx+IJEkaCU8HkyRJkiRJaoFKRwJFxAbgd4DFwB9l5ntnvb4U+DjwfOBB4DWZ+dVBB7P+8AsG7QLAtn031Oon1bHh6AsX7sNOO2nhPquFNs5cXKvf5/b+/pBH0lutMb71tOEPRNJUqftbFUsPHfJINC7rn/XGBfusRUcduWCfJUman75HAkXEYuBaYCOwBnhtRKyZ1ezNwEOZ+WPAB4Arhz1QSZIkSZIk1VflSKAzgd2ZeTdARNwEnAfs7GhzHrCpfPxJ4EMREZmZQxxrT2cvetXAfZactGIEI9G41Plr17bv3ziCkUjdrT/sTbX6LXr2s4c8Ek2bWr9xJ584gpFovuoemeHvlepsBxYtXTaCkWia1N332Pbox4c8Ek2bhfy/VZ3PitNW1fosFapcE2g5cG/H8z3lvK5tMnM/8DDww8MYoCRJkiRJkuYv+h2sExGvAtZn5oXl8zcCZ2bmr3e02VG22VM+/0rZ5sFZ73URcFH59DRg17AWZAIcCzww7kEssF7LfHJmzgzzg6YsO23MwqC6raO25sa8VLcg25wpyI2ZGZzbHHNTx6Rtc5r6HTZxuSZ1m9O0dd2W5Wnbfk4vTfu+h2mgbU6VItB/BDZl5vry+TsBMvM9HW22lW3+T0QsAe4HZhbqdLBJEBHbM3PduMexkNq4zFW4XvpzHT3NdVGd66rgehic68x1UMekrbNJG8+wNHG5JnWZJnVcdbk87eL66W3QdVPldLDbgdURsSoiDgXOB7bMarMFOHBrr1cCf9umApAkSZIkSdKk63th6MzcHxGXANsobhF/fWbuiIjNwPbM3AJ8BLgxInYD36YoFEmSJEmSJGlCVLk7GJm5Fdg6a97lHY8fAwa/bUGzXDfuAYxBG5e5CtdLf66jp7kuqnNdFVwPg3OduQ7qmLR1NmnjGZYmLtekLtOkjqsul6ddXD+9DbRu+l4TSJIkSZIkSdOvyjWBJEmSJEmSNOUsAtUQEa+KiB0R8WRErJv12jsjYndE7IqI9R3zN5TzdkfEZQs/6uFq2vLUFRFXR8SdEfHliPjziDiq47VWZGEQLV92szIPbV8XEbEpIr4eEV8qp5d2vNY1P2pnbtzWDMe410kTv8c27D9Pyniblh+z0y5Ny+8o1V7uzHQacAKeC5wG3AKs65i/BvhnYCmwCvgKxcW0F5ePTwEOLdusGfdyzGP5G7U881wX5wBLysdXAle2KQvmxqyYnQVbB5uAt3eZ3zU/4x7vJExtzY3bmmZkp4nfIw3ff56k8TYtP2anXVPT8juJufFIoBoy847M3NXlpfOAmzLz8cy8B9gNnFlOuzPz7sz8AXBT2XZaNW15asvMv8zM/eXTW4EV5eO2ZGEQbV52szI/roveeuVHLc2N25qhGPs6aeL32IL954kZb9PyY3bapWn5HaHay20RaLiWA/d2PN9Tzus1f1o1bXmG5ZeBz5WP25KFQbR52WczK4NxXRQuKQ+Nvj4iji7nuW56c924ralr0tZJ07/HpizTpI63yflpyvJM23gXUpPzO1+1l7vSLeLbKCL+Gjihy0vvyszP9OrWZV7Svdg2zbdl67WcjVQlCxHxLmA/8McHunVp38QsDKLxuTErI9P47MDc+QF+D7iCYrmvAN5HsWPUinVTU2PXjduakVuQ7DTxe2z5/vOCbnOalh+z8wyTPN55a1p+x6R2biwC9ZCZL6nRbQ9wYsfzFcB95eNe86fRXMvZOP2yEBEXAC8Dfj7LEzRpTxYG0fjcmJWRaXx2oPrvTkT8IfDZ8mkr1k1NjV03bmtGbkGy08TvseX7zwu6zWlafszOVI133pqW3zGpn5v5XpCozRPPvDjZWg6+WNXdFBdsWlI+XsXTF21aO+7xz2O5G7U881wXG4CdwMys+a3IgrkxK2ZnwdbBczoev43inPie+Rn3eCdhamtu3NY0IztN/h5p6P7zJI23qfkxO+2YmprfScqNRwLVEBG/AHwQmAH+R0R8KTPXZ+aOiLiZIrT7gV/LzCfKPpcA2yiCen1m7hjT8OctM/c3aXnm6UMUG6K/igiAWzPz4rZkYRDmxqzUZXYAuCoiTqc4zPerwFsB5spP27U4N25r5mlCstO477Hp+88TkpsDGpUfs9M6jcrvqMwnN1FWkSRJkiRJktRg3h1MkiRJkiSpBSwCSZIkSZIktYBFIEmSJEmSpBawCCRJkiRJktQCFoEkSZIkSZJawCKQJEmSJElSC1gEkiRJkiRJagGLQJIkSZIkSS3w/wHXoY+GrCZU8AAAAABJRU5ErkJggg==\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 238.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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qiqGhIYaGhsjKyqKrq8v4m5eXh8ViIRQKsXbtWkKhEH/84x+ZO3cuiUSCL37xi3zwwQdEo1EGBgZwu900NjYalbY1a9YQCASYOXOmYc+PHj2K2+0mKysLr9fLoUOHDGJzc3MZGRlhZGTESEhuOA6WUnaM/u0B9nLxSftuIcQ0gNG/Pde7TjQa5aOPPuLMmTM0NzfT1NRENBrF6/VSXV1NVlYWK1euJBQKsWDBAux2Ow6Hg1gsZoRwsVgMp9NJOBzGZDIZEUfaq1dWVvLII4+wf/9+bDYbP/rRj+jt7aW5uRlN0/jSl75EdXU1Pp8Ps9nM3r17GRkZwWq1kpubS09PD2VlZQwODhIIBKirqyM7OxuPx4OiKEacbLFYjO2GbLAQwiGEcKY/A18GTnDxsdlHRg97BPjL9a5lMpmYPn06hYWFFBUVUVpayrRp0zCZTHR2dvL3v/+dw4cPU1FRwenTpwmHw/T29pJIJDh69KhhO6W8+Bzy4OAgPT09DA0N0d7eTkNDA1arlfnz59Pb28u+ffvIz8/nyJEjzJ49m3nz5nHPPfdgs9mYO3cuy5YtA+DcuXNUVVVRXV2NEIIZM2agaRqxWIysrCwj5k0kEthsNiM2DofDFBYWXvMRsbGYCB+wd3QaaMD/SClfF0IcAV4VQjwGnAe+cb0Lpeu/6cwt3fmNxWJ0d3dz4cIFHnzwQQ4fPkxRURGqqjIyMkJBQQFlZWX09/cbGaDVaiUajdLR0YEQgng8jsfjIRqNGgnAnj178Pl89Pb2sm7dOvbv389f//pXo5KXn59PUVERhw4d4uGHH+ahhx5i/vz5rF69miNHjjAwMGD8mOnnndOOF8Dv99PQ0IDZbP70BEspm4D5V/i+D1h1vfMvRSqVIhgMGuVKk8mElJJAIEBxcTFNTU3s2bMHm81GdnY2mqYRCoXweDz09/fT1dWFz+czagAej4e6ujpsNhszZsygpaWFUCjEnDlzeOaZZ/j9739PdnY28+bN4+TJk3i9XsLhMC0tLaxadVH02tpauru7cTqdaJpGQUEBHR0dWK1WioqKuP3224GLMXFzczMtLS0ARoLi9/s5efLqLimjxZ60BmuaRn9/P0VFRcTjccxmM9OmTaO0tJSjR49y4cIFFixYAFxMn5PJJD09PUSjUdrb241a8blz5xgcHKSvr4/6+nrcbjd+v59gMEhJSQmaplFbWwvA/Pnzuf/++zlx4gQ+n48XXngBVVWJRqMkk0keeughrFYrbW1tBINBBgYGsFgs9PT0UFBQgJSS3NxcvvCFL9Da2kpdXZ3hGK+FSVnZE41G0TQNj8djZEiKohAMBqmsrKS4uBiv14uu69jtdoaHh2lpaWF4eJi+vj6ys7M5f/48TU1N2O12BgYG8Hq9nDhxglAohNPppLa2FkVRKCkpQQiBruvU1dWhaRonT56ksLCQ5uZmhBBs2bLFeI5OSslrr73GkiVL6OnpMeJcKSWqqnLq1ClisRizZs0yTMdNU+yx2+2yoqLC8MSLFi0CuKwlkw7apZSEQiH8fj8tLS2Ul5fzz3/+k/r6enRdN6pw6dS1uLiYSCTCV7/6VZYuXUpZWRmNjY288cYb+Hw+AoEAiUSC9vZ2wuEwnZ2drF27Fo/HQyqV4tixY+i6TkFBAfF4nGAwSEtLC9OmTSOZTBIMBo242Gw2G75ESkl7ezvRaHTyC+6apuF2u3G73YyMjBg13HSlLL1uDC5GHIlEgrNnzzJr1iz27duHyWTCYrHg8XgoKChAURSOHTtmlBYLCwuNvl9jYyM5OTlMnz6dUCjE+++/T0FBAVlZWdTU1BCLxfD7/Rw8eJBAIGCEXoFAwND4RCJBd3c3ubm55OXl0dDQYIRrbrebeDxOKpWis7PzqvecUQ222WyyuLgYTdMYGRmhoqKCSCRiPNidSqVwuVzEYjFGRkbo7OykpKSEpqYmZsyYYXQULk1NNU1jeHiYrq4uQqGQQVQkEuGuu+7C5XLR0dFBa2srs2fPZtmyZezatYsnnniC559/nkAggMfjwWq1ous6qVQKu91OKBRiaGgIh8NBcXExUkqOHz9Obm6uUS5N15DPnTtHJBKZfA2G/1tTZrVajbZ8mlyArq4uTCYTVquVadOm0d3dfVlL/9JjAWMG+Hw+Iyrp7u4mHo/T2tpKaWkpsViM9vZ2hoeHOXz4MMuWLWPr1q3MnTsXr9drdJRVVSWZTBp1h/R7KDo7O40uTLpdlC7EX++FS5l+ncEwcCpjA94Y8oDAGI+dKaX0XukfmdbgU5eUO29qCCHeHw9Zb9rFf58VTBE8wcg0wTszPN6NYFxkzaiT+/+IKRMxwcgYwTfzy5yFEC1CiHohxDEhxPuj37mFEG8KIc6M/nV9qotn6AFEFTgHzALMwL+BOzIx9hjlawHyPvbdr4Cfjn7+KfBfn+bamdLgW/Flzv9x1/xKyBTBV3qZ8/QMjT0WpLvmR0e74PCxrjlwxa759ZCpTG5ML3OeRHzqrvn1kCkNHtPLnCcL49U1vxIyRfBN8zLnj2M8u+ZXQkZMhLyJXuZ8BYxb1/xKmMrkJhhTmdwEY4rgCcYUwROMKYInGFMETzCmCJ5gTBE8wZgieILxv7HSO/yPzjpNAAAAAElFTkSuQmCC\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  375.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5 375.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  59.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "7 59.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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Fnx6LmkQyIISoHguuN9QsIhUxLnCCkWyBdyR5vNFgTLgmNcj9M2LcRSQYSRP4Rn6YsxDirBCiXghRG2ttCSEyhBA/CiGaB98njOjkSboBUQOcAQoAHXACKErG2MPkdxawX/HZO8CLg9svAv85knMny4Jvxoc5j0nXPFkCX+1hzrlJGns4GHHX/FpIViY3rIc5X0fcI6XsEEJkAT8KIU6N1YmTZcHDepjz9UIiu+bJEviGfZhzorvmSXER8sZ+mHNCu+bjmVyCMZ7JJRjjAicY4wInGOMCJxjjAicY4wInGOMCJxjjAicY/w/rgs19DPRdVwAAAABJRU5ErkJggg==\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  349.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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OAkmSJEmSJHWAg0CSJEmSJEkd4CCQJEmSJElSBzgIJEmSJEmS1AEOAkmSJEmSJHXAslkXQPVa86mNlfLd8qx6yyFJkiRJkprFmUCSJEmSJEkd4EwgSZIkSZKkmlS5Q2dad+c4E0iSJEmSJKkDHASSJEmSJEnqAAeBJEmSJEmSOsBBIEmSJEmSpA5wEEiSJEmSJKkDHASSJEmSJEnqAAeBJEmSJEmSOsBBIEmSJEmSpA5YNusCSGqGp1526dh5tr18AgWRJEmSJE2EM4EkSZIkSZI6wJlAkiRJaoXVH3xvpXx3/ErNBZEkqaWcCSRJkiRJktQBzgSSJFV23IWXVcp32zk1F0SSJEnSopwJJEmSJEmS1AEjDQJFxPqI2BoR2yLiggHbz4uIWyPi5oj4m4g4qv6iSpIkSZIkqapFB4EiYinwAWADsAZ4eUSs6Uv2T8DazPxZ4JPAJXUXVJIkSZIkSdWNMhPoZGBbZt6RmY8C1wBn9CbIzM9m5g/Lj58HDq+3mJIkSZIkSdobozwYehVwZ8/n7cDPL5D+9cD1gzZExDnAOQBHHnnkiEWUjB1VY9yoCuNGVRk7qsK4Gc/Rl79vavv66plT21Ulxs7krfntai/AuOXcmgtSI+NGo8wEigHrcmDCiFcBa4H3DNqemVdk5trMXLty5crRS6nOM3ZUhXGjKowbVWXsqArjRlUZO6rCuNEoM4G2A0f0fD4c+HZ/ooh4PvB24JTMfKSe4kmSJEmSJKkOo8wEugk4JiKOjoh9gLOAa3sTRMRJwB8Ap2fm9+ovpiRJkiRJkvbGojOBMnNnRJwL3AAsBa7MzC0RcSGwOTOvpbj9a1/gTyMC4JuZefoEyy1Jklps7dmXjp3nHy+aQEEkSZI6ZJTbwcjM64Dr+ta9o+fv59dcLkmSJEmSJNVolNvBJEmSJEmS1HIOAkmSJEmSJHXASLeDSZIkSXU66U2XjZ/phPrLIUlSlzgTSJIkSZIkqQOcCSRJkir7xZe+r1rG/aPegkiSJGlRDgJJkiRJkubas1516fiZVvuDheaPt4NJkiRJkiR1gINAkiRJkiRJHeAgkCRJkiRJUgc4CCRJkiRJktQBDgJJkiRJkiR1gG8HkyQB8C/XvXv8TM/ep/6CSJIkSZoIZwJJkiRJkiR1gINAkiRJkiRJHeDtYA32vFN/d/xMb6m/HGqXF/zCpmoZX/qEegsiSZK0gOee/p7xM73A37AlVXPaL/2nsfP81efePoGSzJatqCRJkiRJUgc4E0iS5sy6n3tntYwHrqi3IJIkSZIaxZlAkiRJkiRJHeBMIEmSJEmSpD7rn/471TK+c2m9BamRM4EkSZIkSZI6wJlAkiRJkip7wckXVst42OPrLYhaZ8NxF4yd5/qtF0+gJFJ3OBNIkiRJkiSpA5wJNAUbjn1rtYxPeWK9BdHMbDjyLdPb2aqDprcvSXNlw9HnjZ/p51bVXxDNzIannj/FnRk7UhNVuRZc/7VLJ1ASSZPgTCBJkiRJkqQOcCbQmCrN6FixvP6CSJIkqROqzCq//vZ3T6Ak0mAbnvymahn336/egqgTKsfb055Sb0FaykEgaUzrDzh77Dyx374TKIkkSZLULesP/LVqGV94fL0FkVrK28EkSZIkSZI6YKSZQBGxHvjPwFLgv2bmxX3blwN/DDwTuAd4WWZ+vd6iSvVa9/hXV8oX3t6nCtY/8XXT29mxR01vX5q49fv/m6ntKw46YGr76qKq150bHrp6avta8uRDK+VT82xY+cZK+a6/6/drLokkqUkWnQkUEUuBDwAbgDXAyyNiTV+y1wM/yMyfAi4DvAlZkiRJkiSpQUaZCXQysC0z7wCIiGuAM4Bbe9KcAWws//4kcHlERGbmOIWp+qtVFVV+VVNznbbkJWPnWbJ8xQRKojZZt+KVlfLd8PCf1FwStU2V2DFuVJXXOElVVGk7AJYddUTNJVHbVI2daVl26CGzLkKrjfJMoFXAnT2ft5frBqbJzJ3AvcBBdRRQkiRJkiRJey8Wm6wTES8B1mXm2eXnVwMnZ+av96TZUqbZXn7+apnmnr7vOgc4p/x4HLC1rgOpwcHA3bMuRMsMq7OjMnNlnTtqeOz0Mo5GM6ieuhw34+hyjE2lzZlh3LTt3LapvF1sc9pwfppexqa1OU2vryrm8Zigm23OpM1rrPRqWpsza10453UZq80ZZRDoF4CNmbmu/Pw2gMx8V0+aG8o0/zsilgE7gJXj3g42SxGxOTPXzrocbWKd7ck6GY31VF2X627ej71tx9em8raprHVpwzE3vYxNK1/TylOHeTwmmN/jmqUu1GkXjnEc1sfoxq2rUW4Huwk4JiKOjoh9gLOAa/vSXAu8tvz7TOAzbRoAkiRJkiRJmneLPhg6M3dGxLnADRSviL8yM7dExIXA5sy8FvgQcHVEbAO+TzFQJEmSJEmSpIYY5e1gZOZ1wHV9697R8/fDQLMfIb64K2ZdgBayzvZknYzGeqquy3U378fetuNrU3nbVNa6tOGYm17GppWvaeWpwzweE8zvcc1SF+q0C8c4DutjdGPV1aLPBJIkSZIkSVL7jfJMIEmSJEmSJLVcJweBIuIlEbElIn4cEWv7tr0tIrZFxNaIWNezfn25bltEXDD9UjeL9WEcVdH14x+XMfaYeTuutp7biNgYEd+KiC+WywsXK/csNaHOJq1tsdSWGJpxHbXqnFbRljgYV9vOQxvMa6z063rsdKHdm4TKdZCZnVuA44HjgBuBtT3r1wBfApYDRwNfpXgY9tLy76cC+5Rp1sz6OGZYf9aHcWTcTKfOjLE5jZ22nltgI3D+gPUDy23cGEttjKEG1FGrzum8xkHb4mZel3mMlQHH0vnY6UK716S46eRMoMy8LTO3Dth0BnBNZj6SmV8DtgEnl8u2zLwjMx8FrinTdpX1gXFUQdePf2zG2E/M3XHN4bkdVu5Zanqd1WKOYqlJMTTTOpqjc1pFk+JgXPN0HtqgzbHSr/Ox0/F2r6rKddDJQaAFrALu7Pm8vVw3bH1XWR8LM44G6/rx16lrMTavxzVIG87tuRFxc0RcGREHlOuaVL5dmlimaWpyLDU9hppUll5NPqdVND0OxtXmsjfdvMVKv3k6lrrNW7tXp8p1MNIr4tsoIv4aOGzAprdn5qeHZRuwLhk8WNbl16oNq6e5YxzVqjNxMw5jbCStjJ22ntuFyg38HrCp3Pcm4H3A62jmOWpimSppWyzNQQxNvCxtO6dVzEEcjKvNZZ+pDsZKv3k6lqG60O5NWeW4mdtBoMx8foVs24Ejej4fDny7/HvY+i5aqJ7minFUq87EzTiMsZG0Mnbaem5HLXdE/CHw5+XHJp6jJpapkrbF0hzE0MTL0rZzWsUcxMG42lz2mepgrPSbp2MZqgvt3pRVjhtvB9vdtcBZEbE8Io4GjgH+EbgJOCYijo6IfYCzyrRdZX0szDgarOvHX6euxdi8HtcgjT63EfHkno+/DNxS/j2s3LPUiDqboUbGUktiqKmx08hzWkVL4mBcrTsPbTCnsdLP2Blubtq9CahcB3M7E2ghEfHLwPuBlcBfRMQXM3NdZm6JiE8AtwI7gTdl5o/KPOcCN1A8hfvKzNwyo+LPXGbutD6Mo3EZN+MzxgrzGDstPreXRMQzKKYbfx14A8BC5Z6VeYybQVoYS42PoVnHTgvPaRWNj4NxzTpu5tjcxUo/Y6cz7V6t9iZuIrNrt85JkiRJkiR1j7eDSZIkSZIkdYCDQJIkSZIkSR3gIJAkSZIkSVIHOAgkSZIkSZLUAQ4CSZIkSZIkdYCDQJIkSZIkSR3gIJAkSZIkSVIHOAgkSZIkSZLUAf8fSbShs1lhv9cAAAAASUVORK5CYII=\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 349.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  358.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 358.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  487.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 487.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  385.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 385.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  217.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 217.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  424.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 424.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  437.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "1 437.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  317.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 317.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  202.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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pARwEkiRJkiRJagAHgSRJkiRJkhpg2bgL0HCt/vPrKvW757whFyJJkiRJkiaKZwJJkiRJkiQ1gINAkiRJkiRJDeDlYJIkSZIkdTjpD95Zqd/uVwy5EGmIPBNIkiRJkiSpAUqdCRQR64E/AJYC783Mt3a8fgVwKbAP2Av8SmZ+dci1SpIkSdLAnn39DQP32fXqERQiSWPWdxAoIpYCNwLnArPA1ojYnJl3tzX7T2BdZn4nIl4PXA94EpwkTbkfedPgB9UAn3/TkAuRJEmSJsQpmwY/Rt5x2QgK6aLM5WBnArsz857MfBK4BbiwvUFmfiozv1M8vRNYNdwyJUmSJEmStBBlLgdbCdzb9nwW+Il52r8GuG0hRUlafD/8W4OPVn/hihEUIklSD6e/odrZh5+9asiFSJJUU2XOBIou87Jrw4hfBNYBb+vx+mURsS0itu3du7d8lWo8s6MqzI2qMDeqyuyoCnOjqsyOqjA3KjMINAsc3/Z8FXBfZ6OIOAe4CrggM5/o9kaZeVNmrsvMdTMzM1XqVUOZHVVhblSFuVFVZkdVmBtVZXZUhblRmUGgrcCaiDgxIpYDFwGb2xtExBnAn9IaAPrG8MuUJEmSJEnSQvQdBMrMfcDlwO3ADuDWzNweEZsi4oKi2duAQ4G/jojPRcTmHm8nSZIkSZKkMShzY2gycwuwpWPe1W2PzxlyXZIkSZIkSRqiMpeDSZIkSZIkqeZKnQkkSZIkSVJd/eiv3jB4p7XDr0MaN88EkiRJkiRJagAHgSRJkiRJkhrAQSBJkiRJkqQGcBBIkiRJkiSpAbwxtCRJkiRJUoefevHbq3U8felwCxkizwSSJEmSJElqAM8EmmCVRh1/bvh1SJI0bOe84PcG7vPJW0dQiKRaOevnK/5V/nmT+1d5SVpMDgJJkqTKznveNdU6HuTJyJIkSYvNIzBJkiRJkqQG8Ewgacq88Ozfr9bxzGcMtxBJkuZx3nM3Dd7pxw8bfiEam58577rBOx3iZV2StBCeCSRJkiRJktQADgJJkiRJkiQ1gINAkiRJkiRJDeA9gQa0/vSrB+7zic9VuOZdkiRJkiRpiDwTSJIkSZIkqQE8E0haBBtOfUulfrftuHbIlahuNpz85oH73Larwq+tVPwsLjiu0mdJkiRVseGUK6t1PPvY4RYi1ZSDQJI0ZTaceEW1jgcdNNxCJEmSpCHbsPqNlfrd9pUbhlxJPXk5mCRJkiRJUgM09kygDSvfUK3jzJHDLUSSJEmSpAmx4bhfG7jPbXveNYJKhqvKcvH8k4ZfyJhN1CDQ+qNeW6nfJ775niFXorrZcOzrB+5z2/3vXrTP4qgjFu+zTj2+0mdJKq/K91UdvqsqfQ+fcsLwC9HYrD/8lxfvw9aeuHifJam0af2Ok9RS6nKwiFgfETsjYndEHHAnrohYERF/Vbx+V0SsHnahkiRJkiRJqq7vmUARsRS4ETgXmAW2RsTmzLy7rdlrgIcy89kRcRFwHfCKURRcR+c/41XVOm54znALkTQ2Vf+6HscdM+RK1ATnH3pJpX6xfPmQK9EwnH/wKxfts8zAZFp/5KWL9lmfeOi9A/epXN+Pr6nWT1Ojyv+TlpywcgSVaFwqZeDYo0dQSXOUuRzsTGB3Zt4DEBG3ABcC7YNAFwIbi8d/A/xxRERm5hBr7encJS8buM+yZ/qzxlLTVf2P1e2Pf3jIlUi9nbf84oH7xHJ/6W0SVTleAVjiwIykCqruc5YeMfhtDCrv31YcXKmfJo8ZqI8yl4OtBO5tez5bzOvaJjP3AQ8D3z+MAiVJkiRJkrRw0e9knYh4GXB+Zl5aPH8VcGZmvqGtzfaizWzx/EtFmwc73usy4LLi6SnAzmEtyCI6Gnhg3EVMiF7r4lmZOTPMD6qQnWnbTk1YnknIzSjUZdvVoc5F2edMSG5GqQ7betimdZ9Tt205LfW6z1mYuuWgimnd5yyGJuSjl7ruc+q+zepePwy4zykzCPQ8YGNmnl88fwtAZl7b1ub2os2/R8QyYA8ws1iXgy2miNiWmevGXcckmOR1Mcm1VeHy1FddlrUOddahxjpo4nqc1mWu23JZr6AZ67UJyzgqTV53dV32utY9p+71w+DLUOZysK3Amog4MSKWAxcBmzvabAbm7kL5UuAfp3EASJIkSZIkqa763hg6M/dFxOXA7cBS4ObM3B4Rm4BtmbkZeB/wwYjYDXyT1kCRJEmSJEmSJkSZXwcjM7cAWzrmXd32+HGg2u3A6+emcRcwQSZ5XUxybVW4PPVVl2WtQ511qLEOmrgep3WZ67Zc1itoxnptwjKOSpPXXV2Xva51z6l7/TDgMvS9J5AkSZIkSZLqr8w9gSRJkiRJklRzDgL1EBEvi4jtEfFURKzreO0tEbE7InZGxPlt89cX83ZHxJWLX/XimaRljYi3RcQXI+ILEfG3EXFE22u12lbTnrs61TqouuSwrhmbhBrqLCI2RsTXIuJzxfSitte6bvdpMC25qcv+paPmWu5rJrGWuqp7Bqqoe/2LqYn5mE9dlq2O30ftpi13lWvLTKcuE3AqcApwB7Cubf5a4PPACuBE4Eu0bpi9tHh8ErC8aLN23MsxonUzUcsKnAcsKx5fB1xX1201zbmrU63TnMM6ZmwSaqj7BGwE3tRlftftPu56zc0By1KL/UtHzbXb10xjdsY51TkD5sZ8mJ2etdbu+2hac7eQ2jwTqIfM3JGZO7u8dCFwS2Y+kZlfBnYDZxbT7sy8JzOfBG4p2k6jiVrWzPxkZu4rnt4JrCoe125bTXnu6lTrwOqSw5pmbBJqmFa9tvs0mJrc1GX/0lFzHfc1cyapltqqeQaqqHv9i6qB+ZhPbZatjt9H7aYsd5VrcxBocCuBe9uezxbzes2fRpO8rL8C3FY8nqZtNQ3LUqdaF6qOOZzkOiehhmlweXH69s0RcWQxb5rX7bQuWx33L+3qUPMk1TKN6pCBKupe/6SY1nzMp67LVvfvo3Z1rL9ybaV+In5aRcTfA8d1eemqzPxYr25d5iXdB9Sm9afXeq2D0X1giW0VEVcB+4APz3Xr0n7s26rBuVv03AxbXXI4hRmrfXYWw3zbHXg3cA2t9XYN8A5aB2/TvG5rtWx12b+0m8J9zZxaZWecpjgDVZibDuajtInKTh2/j9o1KHeVc9PoQaDMPKdCt1ng+Lbnq4D7ise95k+b+dbBSPTbVhFxCfCzwAuzuEiSCd1WDc7doudm2OqSwynMWO2zsxjKbveIeA/w8eLpNK/bWi1bXfYv7aZwXzOnVtkZpynOQBXmpoP5KG2islPH76N2Dcpd9dyUuXFQkycOvGnUaex/06h7aN2UaVnx+ES+d2Om08Zd/4jWyUQtK7AeuBuY6Zhf2201jbmrU61NyGGdMjYJNdR9Ap7Z9viNtK5777ndx12vuTlgWWq1f+mosTb7mmnMziRMdcyAuTEfZqdnrbX9Ppq23C2ktrEXP6kT8PO0RteeAO4Hbm977Spad+LeCWxom/8iYFfx2lXjXoYRr5+JWVZaN+66F/hcMf1JXbfVtOeuTrVWWLZa5LCuGZuEGuo8AR8E/gv4ArCZ/QeFum73aZimJTd12b901FzLfc0k1lLXqe4ZMDfmw+x0rbN230fTnLuqtUXRWZIkSZIkSVPMXweTJEmSJElqAAeBJEmSJEmSGsBBIEmSJEmSpAZwEEiSJEmSJKkBHASSJEmSJElqAAeBJEmSJEmSGsBBIEmSJEmSpAZwEEiSJEmSJKkB/h/21AaxJHR28gAAAABJRU5ErkJggg==\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 202.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  28.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "1 28.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  119.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 119.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  171.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 171.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  410.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 410.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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nOjPaHgdxHTWf6cnFmZmeXJyZETjOzAgcZ2YEjjMzAseZGYHjzIzAcWZG4Djz/0OPRmgebaSbAAAAAElFTkSuQmCC\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  324.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 324.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  518.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5 518.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  447.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 447.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  6.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 6.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  463.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 463.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  173.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "4 173.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  373.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "7 373.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAFgAAABZCAYAAAC6yeORAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAMhUlEQVR4nO2cbWxU1brHf2vvPbNn+kZfgVLLsb1Q461KEyhGb4i5XgX9AOcEc6PXRNBcQzTeYEwwYmj8YHIwCh8kvkUhxhK40ZMmR/AlHg4o0agkrUWxvQKCgb7QFtqRTjvvs+e5H9rZtz20UOnsjcOdXzLZe6az93rm32eeWc961lpKRMjhHNq1NuB6Jyeww+QEdpicwA6TE9hhcgI7zKwEVkrdp5Q6oZQ6pZTanCmjrifU1faDlVI6cBK4F+gBWoH/EJH/yZx52c9sPHg5cEpEfhGROPA+8MfMmHX9YMzi2iqge8LzHuD2y12glMpI2qhpGkopLMtC0yb7iIiglLKPl0NEyFQmKyJTNjYbgae64SXWKqU2ABtm0c4kdF2nqKiIWCyGZVnouj6j69KCp1IpUqnUJHGTyWSmzLuE2YSIHqB6wvMbgHP/+CYReUdElonIslm0NYlEIoGu62zcuHFKD5zKMyd684oVK2hqamLevHmZMmlaZuPBrcBipVQN0As8BDycEasug4iQSCR44403CAaDk8JB2qOj0SgejwfDuPTjpVIpjh07xrfffuu0qcAsBBaRpFLqv4C/ATrwroh0ZsyyaVBKYRgGtbW1l8RYn8+HpmlEIhFSqdSU12uaRjAYtOO408yqHywin4pInYj8k4j8OVNGXQmlFJ9//jkPPfSQ/RwgHA4TCoV44IEHEBEMw8Dr9eL1etP2opSioKDA9nynybpMTkQoLCykt7eXCxcuTBLJ4/GQSqUIBoMAxONxkskklmXZ4sZiMS5evOiavVknMEB/fz81NTUsWLDA9kQRIRqNsnz5cvLz86murkZEeOaZZ6ipqbGvXbVqlX3+uw8R14K0Jy5cuJAlS5aQSCTw+/14vV7y8/NZsmQJd999Nz09PTzyyCMcP36cm2++GV3XERGWLl06KWQ4TdYJDFBYWMjGjRtJJBI8+OCDxONxNE1D13Xeffdd9u7di9/vp6SkhA8//JCmpiZisRhFRUWYpml7bs6Dp0ApRTKZxOPxUFVVxaJFi3juued44oknCIVCmKZJdXU10WiUuro6TNPkjjvuQNd1Fi9eTCKRyGgGdyWyUmARIRKJ0NLSwuDgIBUVFcyfP5+mpibWrVtHeXk5VVVVaJrG66+/Tjwe56233mL16tVomman1zNJp2fLbBKNa044HKa3t5dEIsHg4CD33nsvixYtoqOjA8MwaGtr4+OPP0ZEsCyLvLw8uru7XfNeyHKBTdPks88+I5VKsXbtWhoaGrhw4QILFy4klUphmiZvvvkmHR0d/Pjjj7z//vtcuHAB0zRdEzmrBYaxkOHxeGhsbLQTi+HhYRKJBAB9fX3s2LEDEWFoaAjTNCdd77TQWS1wOoZqmsamTZt4+umnKS8vt2PsF198YYve19dnx1vLslyzMet+5CaSFiwWi+HxeFi3bh1nz55l1apVbNq0iYaGBoqKinjqqae488478Xg8k4YtLcuadswiU2S1wGkMw8AwDEZHR+ns7OTUqVO0t7cTj8cxTZNPPvmEF198kZUrV9rjwYZhXDJY7wRXXZO7qsYyUNHQdf2SOKrrOvF4nIMHDxIIBAiFQoTDYTo7O3n55ZfRdZ23336bUChER0cHe/bsQdM0RMQWfLZMV9HIag9OJwyhUIhYLMaBAwcIh8P09PTQ19fH1q1b8Xg8DA4OopQiEomwbNkydF23KyFOO1hWC5zG4/EwPDzM0qVLKSkpobW1lWeffZaLFy+yfv16lFKYpsm+ffsIhUL4fD7XfuiyUuCJX2sRQdM0iouL6e7utnsMAwMDvPTSS+zatYuCggJuuukm2tvbeeWVV3jyySd54YUX7AEgJ8n6blq6hOTz+RgYGODQoUPU19fT09ODruuEw2GSySTbt2/H6/UyMjJCQ0MDqVQKj8dDLBZz1Mas9OA0aYENwyCRSHD77bezefNme2StvLycwsJC8vLymD9/Pj6fjx07dhCNRtmzZw+jo6OO25iVvYh0MTPdCygoKCAUCtHa2srRo0cJBAIsX76choYGu0a3e/du8vPz2blzJ0ePHs14DHZiXsQ1I+0U6WMikUApRX9/P19//TV1dXXU19fz66+/YhgGc+bMoaWlhdHRUUpKSoD/S1Icd7D018yNB2MTU2b10DRNPB6PeDwe0XVdDMMQr9crzc3NsnTpUlmzZo1UVFRIS0uLdHV1SVdXl3z11VcCyO7du2XOnDn2vca/URl5TPeZs9qDYaxUv3r1alauXMmKFSsYHBwkEolw8OBBqqqq8Hg8dHZ24vP5aGtrIxQKTXkfp8hKgdOkC5179+7l559/xjAMRkZGuPHGGykqKuLw4cMEg0FOnjxJfn4+7e3tro4Fw3XQi7Asi7Nnz9rzH/r7+2lpaeHAgQPEYjEKCgoIBAKYpklra6srdbiJZJ3AE8cPlFI8/vjjGIaBrutYlkUgEODhhx/mhhtu4MyZM9x3331UVFTg9/unnI3pNFkn8EREhG3btmFZFpZl0dbWZnvzDz/8QGNjI9XV1QQCAZLJJLquOzqTciqyXuD0HIdoNEpJSQl+v5+RkRGqqqpYs2YN4XCYsrIyVqxYQTwen/F010yRdYnGRDRN4+TJkwAUFxdz7NgxTp8+zT333MP+/fsJBoPcf//95OXlEYlEuOuuuwiHw44Msl9XicZELMsiEonQ09NDMBjk3Llz5Ofnc+utt9LX10dBQQGlpaX2zB830uOJZHWI8Hq9nDp1isrKykkT/TRNo7m5mZqaGnvin4jw3nvvuW5jVgucTCYxDINIJAJAb28vJ06cIBKJ4PP56O7upqysDE3TSCQSkyYBukVWC5xKpSgrK7O7bIFAgAULFhCPx1m7di0wNk4RjUYxTZPS0lLXbcxqgQG2bduGaZpEIhGCwaAdKoaHh/H7/fZYcSwWQymVSzR+CyLCBx98QCKRoLKyksWLFzMyMkJeXh4lJSXMmTOHeDxOIBCwq8i/y1RZKXVGKfWjUup7pVTb+GulSqm/K6V+Hj+WOGvqtLaRSqUIhUJ8//33fPnll8RiMXp7e4lEInYF2rIsksmk3W92i9/iwf8qIg0TlmNtBg6JyGLg0Phz1/F6vQwNDeH1eikuLua2225jdHQUpRRz5861C5zRaBRd17MqVf4j0Dx+3gz8afbm/HZEhCNHjhCLxSguLqauro6BgQH2799Pb28vgUDAXrQYj8eJRqOu2jdTgQU4oJT6bnzlJsA8EekDGD/OnepCpdQGpVRbOrRkEhFB13W2bNlCMplk165d1NXV2RMC586da1eONU0jFou57sEzzeT+RUTOKaXmAn9XSh2faQMi8g7wDmQ+VYaxlUSvvfYaq1atorS0lPr6erssNDw8TG1tLfF4nKGhITvpcJMZ/TtF5Nz48TzwV8ZW2g8opSoBxo/nnTLycliWxfbt2+1+8DfffIPf76ewsJBQKGRP8vN6vRw+fNj1wZ4rCqyUyldKFabPgZVAB7AfWD/+tvXAPqeMvIxtABw/fhxd1+3y0OnTp2lsbCQajfLRRx+hlGLnzp08//zzrk5dhRmMpimlahnzWhgLKf8tIn9WSpUBfwEWAl3Av4tI4Ar3cuT7qWkapmnaq42+++47zpw5w9DQEKOjoxQUFPDYY485Wkm+6sl/MrbhxpLxR316yayIDInIv4nI4vHjZcV1irRoGzZssLcp2LJlC0opurq6APjpp5/syShux+CsH65MT6j+5ZdfJq1/27dvH83Nzfh8Pl599VXA2X0hpiPrBYaxxTCffvqpvaVBYWEh58+fZ/78+VRWVtLf33/NbLsuBE4vBUiPNRw5coRHH32U2tpaqqqqXB9kn8h1IXAymbSrzekko7KykuLiYkKhEFu3bnV8LcZ0ZHVNbsJ9J53fcsstdHd3272LQCDgeIo8XS/iuhB4Kvx+P8lk0k40nOb3UvQcBU640VC6jDQLyoHBGb73D9P9wW2BT0gGd59yEqVUWyZszeqKRjaQE9hh3Bb4HZfbmw0ZsdXVXsT/R3IhwmFcE/j3vJmzo1Vzlxa/6MBpoBbwAj8A/+zmApwr2HcGKP+H114BNo+fbwZevpp7u+XB2biZc0aq5m4JPNVmzlUutT0TrrpqfiXcyuRmtJnzNeSqq+ZXwi0PntFmztcKJ6vmbglsb+aslPIytpnzfpfavixOV81dCRFyjTZzniHzgL+Ojymnq+afKaVagb8opf6T8ar51dw8l8k5TC6Tc5icwA6TE9hhcgI7TE5gh8kJ7DA5gR0mJ7DD/C+fg2doxylw0QAAAABJRU5ErkJggg==\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  416.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "6 416.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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+EldXbgIkKYpy+RoxlwFbbxcKIb4vhCgRQpTcsBNFwWKxYDAYWLZsGXl5eRw+fJjOzk6am5v597//zSuvvMIzzzzDb3/7WzVXp9VqiYuLQ1EUqqur0Wg0lJWVYTAYqKmpYfLkyeh0Oo4fP47L5eLtt98mIyODRx55hIsXL7Jv3z5efvllZs6cSWFhIVOnTlXt7AcffBDgc0nTvqKvBM9UFGUSsAD4oRBidl87UBTlTUVRChRFKbjRuRFd6fP50Gq1LF26FFmWCQaDBINBxowZQ3p6Ok1NTZw6dYq4uDgcDgft7e0oikJ0dDQJCQk0NzcTDAapra3FYDBQVlbG+++/j81mo7S0lBUrVvDnP/+ZnTt3snTpUr797W9z9uxZiouLSU5OJikpSS3tys/Pv6X1d326SlGUS9f2LcC7XF1pbxdCjLxGzEig5aZG0A2RJVtTpkyhoaGBe+65h/b2dkaOHInRaMTj8TBz5kwmTJhAYmIiXq+XGTNmAOB2uwGIiorCYrHwk5/8hObmZjUO0dzczKlTp8jJyUGj0fDjH/+Yf/3rX/zzn//kwIED/OhHPyIuLo5169bh8/lobW0lFArx0UcfAV9ujXV33JBgIYRFCBEV+QzcC5zl6rLZx6+d9jiwu08dXovDRiay6zeDwYBGoyE2NhadTsc3v/lNli9fzvLly1m0aBGLFi1i1apV7N+/H7PZTHl5OXv37lXXMEfMsKlTp5Kdnc2WLVsoLCzE4XAQHx9PKBTinXfeYffu3ciyjMlkoqWlheLiYvLz8/nss89ob2/npz/9KTabDavVSqSW42YyIX2R4CTg/wkhPgFOAXsURdkP/BKYJ4Q4z9WXcvyyLx1GBhZZDdQd4XAYn8+HyWTCbDbT0NCgLvqWJInY2FjVBNPpdCxbtox9+/axc+dOTp48ic/nIzY2Vi0InD17NgUFBezbt4+Ojg7279+P1+tl/Pjx2O12fD4fJSUljBgxgqeffppNmzaxcuVKysvLOXDgAOnp6eTn5xMVFaUKRKTkNiIoN/L0BjXYo9VqldjY2C88x2KxUFRURHV1NSkpKcyfP5877riDU6dOMXPmTJqampg2bRo1NTVYLBaOHDnC22+/jclk4i9/+Qt2u53o6GguXLiA3W5nzpw5fPe73+XChQvMmjWLyspKfD4fSUlJ2O12rFYrK1euxOl0cvToUcrLyykqKmLLli08+uij7N27l2nTprF582ag9+DPtcKXoQ/26HQ6EhMTe2wjRoxQt7i4OFJTUxk7diwzZ86kpaVFTREZjUZaWlooLS1VMxM+n48pU6aQnp5OQUGBmrnYsWMHb775Jl/72tdYvHgxDQ0NGI1GXC4XK1asYPTo0ZSUXDVq2tvbqa2tpbW1lczMTO6//352795NUVERW7duVXX/U0891UN6u29fhEGVYJvNphQVFfXIu7ndbtWId7lcdHR0kJGRQUdHBx6Ph7lz51JQUMDJkycByMnJ4dChQ5SXl7NmzRqMRiMlJSVUVFRgtVoxm80kJiaqhYCHDx+moqKC3NxcHA4HMTEx1NTU8Nhjj7Fjxw7y8/ORJIklS5awfv16tVSrqamJEydOqInWc+fOYbfbkWW5RyYErmZb/pMEDyrBY8aMUdavX68GcSKV65HlsTqdjtbWVkpLS/F4PJjNZqKjo9FqtSxevJjy8nLeeustJk+eTFVVFQ6HA7vdzve+9z26uro4fPgw999/Px0dHbhcLtLT0wmHw+zatQu73U56ejoA48aNo7a2lqlTp3LixAlVWl9//XWeffZZ/H4/ubm5lJWVYTab1SqiqqqqHnNHZH/58mUCgcDQE5yamqqsXr0ak8nEqFGjkCQJg8FAe3u7GpI0m8189tln/OY3v8FoNKpmV+TcpqYm2traMJvNNDc3I0kSXq+Xrq4uEhMT0el0jBo1Cr1ez5UrV9Tqnz179rBo0SKOHDmCVqtlwYIFlJWVcfHiRWJiYrhy5QparRadTkdubi4ZGRls376dSZMm4fV6ueuuu/jGN77B1q1b8fl8KIpCMBhElmXKyspwuVxDT7DRaFQee+wxoqKiiImJwe/3q3kzj8eDw+GgrKwMh8OhWhMxMTFotVouXryolrtGViZFFslcX8luMBhUj1Cr1WI0GomPj6empoZ58+bxySef0N7eTnNzM1lZWbhcLgDa2tqYP38+s2fPJiYmhtWrVxMIBLj77rtJTk4mOztbXStSUVGBz+dDp9Px+uuvY7fbh57gsWPHKsuXL8flcqk62GQyodPpMBgMJCcnEx0djdPpVKvY29racLvdNDQ0UF1djRACu92Ox+NBkiSamprQarWEQiF0Oh2hUAiNRoMsyz2KSvR6PT6fT9WvHR0dTJs2jfLycvWc7du3EwqF8Hg8ZGRkkJCQwJIlSxg5ciTR0dGqqThu3Dhmz57NmTNnCAQCbNq0iZqamqEnWAjRBVQNWoe3hhFA6w3Puop0RVESe/thsDMaVX2JSQwHCCFK+mOswzaj8VXBbYIHGINN8JuD3N+toF/GOqiT3P9F3FYRA4xBI1gM45c5CyHqhBBlQoiPI6ktIUS8EOKgEOL8tX3cTTXeWyC5vzdAA9QAGYAe+ATIGYy++zi+OmDEdd/9Glh77fNa4Fc30/ZgSfB/48ucF3M1W861/bdvppHBIri3lzmPGqS++4KbzprfCIPlyfXpZc5DiJmKolwSQtiAg0KIyv5qeLAkuE8vcx4qDGTWfLAIHpSXOd8M+jtrfj0GRUUoihISQkRe5qwBtir9+DLnW0QS8O617LAW2KEoyn4hxGngbSHESqABeOhmGr/tyQ0wbntyA4zbBA8wbhM8wLhN8ADjNsEDjNsEDzBuEzzAuE3wAOP/A562Om1Uc9yzAAAAAElFTkSuQmCC\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  401.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5 401.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  200.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 200.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  458.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 458.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  506.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 506.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  11.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5 11.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  323.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 323.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  23.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 23.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  360.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2 360.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  183.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 183.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  301.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5 301.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  269.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5 269.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  283.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 283.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  484.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 484.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  429.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5 429.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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EUcTpdBIKhSgpKUEURVKpFMlkEo1GQywWU2K8MtmTJk2ivLycYDDIypUree2110gkEvT09NDe3s7tt99OTU0N8XicrVu3kkwmiUQiJBIJcnNzCQaD1NbW0tLSwjPPPMOWLVvo7OzkscceAyCZTDJ9+nTMZjNqtZp4PI7T6VRCkj6fj3//93/H7/criVeXy3Xx6GCVSqVIzeHDhxk2bBgzZswgGAzy29/+Fo1Gg9lsJpFIoNPpUKvVSJJEOp2mqqqKYDDIzJkz+c1vfkM4HCaTyfDKK6/Q3NzMRx99hMViQafT8f777+P3+9m3bx8ul4tkMklOTg7pdJpQKMS//du/kclkeOutt/B6vbjdbq677jrWrFlDX18fX//612lvb0etVjN8+HASiQQajYa+vj4MBoMy2SaTSdrb2wcNVw4pwYlEQpmBi4qKOHr0KC0tLVx55ZUsXbqUWCzGE088we7du4lEItTU1DBy5Eg6OjooLy9XgisajYauri4lWJ+VlYXP56OyspL777+fpUuX8oc//IHLL78cg8FAe3s7K1euxOv1kkql6Onpoby8nEAgwLFjx7Db7fT09HDLLbfw5JNPKomAZDLJK6+8wtNPP43VasVkMnH11VcjiiJ+vx+fz4fH47lgSc/PDZ1Oh16v58knn+Shhx6ioKBAmfGtVivpdBqr1crChQvJyspizJgx1NTU8Pd///f09vbS0NBAaWkp4XAYs9ms5NMKCwtZsGABW7duZcyYMdjtdnp7ewkGg2RnZ3PgwAFEUSSTyVBfX8/+/fspLS1VTLmdO3eSTqe5/PLLefbZZ+np6WHfvn1K1C47Oxu1Wo3L5cJms5FIJEilUrjd7kHVAwwxwYIgEIvFKC4uJhqNotPpFBVw7Ngx4ORDuPLKK5VUjtFoZOPGjSQSCYqLi6mrq8NkMpGVlYXH48Fut2M2m/F6veTl5eHxeNi7d69i58qp9+PHjxMOhxEEgRUrVrB//36am5vR6XRcddVVbNmyhbKyMrxeL8OGDePKK6/k8OHDXHfddQqJDz30EOFwmP/8z//EYrHQ3NxMeXn5xaMi4GTQ3e12o9Vq6e/vp6enh7a2NsLhMD6fD5/PR1FREe3t7YiiqExyTqeTjo4OxbRrbm4mHo8TCoUYPnw4TU1NuN1udu3axdy5c0kmk5SWlirmXV5eHs3NzWg0GtavX09paSlNTU2o1WrWrl2LzWbj7bffZubMmYTDYXJycpgwYQJ+v5/77ruPdDpNPB5Ho9HwD//wD0oso6amhlAodM77HVKCu7u7ee2115Sk57p165g4cSJerxcAi8WCJEnMmjVLmYQymQypVIr29nZMJhMjR47E5XKxfPlyRo4cSV5eHi6Xi5aWFsxmsyKF2dnZ+P1+4OSb093djUqlwmw2Y7VamTBhAp988gmZTAadTkckEiGTybBp0yZ2795NdnY28Xic/Px8vv/97+PxePjJT36CSqXi8ccfR61W8+ijjyqh1HPhb1IfbLfbOXDgAL/+9a+54oorTov7Go1GDh06xAcffEA4HEan03HnnXeSSqVwOByoVCqcTif/8R//wfjx4yksLFRsXY/HQ1lZGalUijFjxijmlayKXC4XnZ2dTJo0iQ8//JBoNEomk1HCqIcPH6aiooJ4PE4qlSKdTtPR0cGhQ4fYs2cP3/ve97Db7SQSCV5//fXPdK9DSrAsLeFwmHHjxmGz2Vi7di2xWIze3l4CgQCpVIrXX3+drVu34nA4CIVCvPTSS8yYMYOZM2fi9XrZt28fyWRSSd03NDRgNptpbW1lypQpLF68mHnz5ilZ7L6+PiKRCJ2dnaRSKex2O9u3bwdQ6h9CoRBGo5HnnnuORYsW8etf/5rhw4eTyWTo6upi6tSpXHbZZTQ2NtLZ2cmePXu4+eabycnJubh0cDKZJBaL8eKLL7JmzRry8/N54okn2LJlC0eOHKGjo4OioiKCwaDy6kWjUcxmM9u2baOgoIDGxkbFda2vr2fMmDFYLBasViudnZ1MmzYNv9/PTTfdpHh4e/bsIZlMMnbsWJYtW0ZeXh633norY8eOpb+/n5/85Cf813/9F93d3WzYsIEVK1Zw//33EwgE6Ovro6GhgY6ODq6//nrWrVuHJElKkiCdTp/zfoc8q3zttddyyy23YDabsdlszJ8/n0AgQHFxMXfddRcul0upmJEzyrFYjLq6OgoLC0mn01RWVtLX10coFKK0tJQ5c+ZQUVFBIBBg0qRJRCIRIpEIRUVFqNVqSkpKWLBgAXPmzKG0tJTf//73pNNpVq1aRUtLCz6fD6fTic/n47nnnqOlpQWLxYLf72fjxo1Eo1F++ctfsnv3bg4fPsxPf/pTMpkMfr+f8vLyQQtPhpRgjUbDlVdeycqVK7n66qsVr62wsJCGhgbuu+8+CgoKWLRoEQ8//DDJZFKRzGAwSHd3N6NGjVLMs6qqKlwuF0eOHFGyC7FYjFAoRHd3N9u3b6eoqIhAIIDD4aC5uZnGxkYymYxyrNFopLe3F7vdjiAI6PV6pkyZooQwAS677DJmzZrFjTfeiNvt5uDBg4TDYXbv3s3HH3988Uiw2Wxm9erVjBkzhnHjxvGNb3yDt99+m5aWFjZu3EheXh5wMmaxZMkSQqEQ8XicKVOmoNfrFakWRZG5c+dSWVmpeHknTpygsrKSlStXEo1G6e/vR61WK/W+27dvJxKJsH37doLBILfffjsAL7zwAn/84x8Vz8zpdLJ161YAfve736HT6Vi7di1/+ctfWLt2Lc3NzaxevZpVq1bR1NSkWEDnwhfu0fgisNlsUkVFBbFYDK1Wy6OPPso///M/n0aeXGWZTqcpLCxUJsaSkhK8Xi8FBQXMmDGDY8eO0draisPhoKenh4KCAiWgH4lE+N73vkc4HGbTpk0cPnyYqVOnYrFYaGtr48CBAxgMBiUdpVar0Wq15OTkKEV9cgz6TGg0GpYuXcrjjz9OTk4OkiSxd+9eQqHQV17h/rkhR8xycnKUDK3VagVOWhgGgwFJkhT9nJeXh9fr5ciRI6xbt47rrruOvXv34vV6qaurY8qUKYiiSEFBATabDYPBoBCp1+tpb2/nBz/4AX/5y1/o7OzE6XSSlZVFXV0ds2fP5pvf/CaJREIJKmk0GlpbWyksLKSrq4vs7Gzq6uqw2+1KxqS7u5vOzk4cDgeSJJ3zQcgYcgmeOnWqkiubP38+69evJxwOU1JSwg033IDJZGLcuHEsX76cZcuWIUkS9913H6lUisbGRiorK5UwZ35+PsXFxWRlZZHJZEgmk5hMJvbu3cu7775LVVWVEnL0er184xvfoKSkhMWLF2MwGKioqECj0Sg6VK1WKz0a6XRaif6Fw+GTZJ3KqsjBfTngtHnzZnp6ev72EixJErm5udx6662YTCZ0Oh0TJkxg3759hEIhNm/ejMVi4U9/+hOhUIhf/epXaLVaCgoKlPLWw4cPU1JSgt1uJzs7m+HDh1NWVobBYGDDhg3s2rWLtrY2ZcIDaGlp4dixY4TDYZYuXcq0adNoa2vjiiuuoKamRgkEwck0VjKZRKfT0dPTo2SiZRVmMBjo7+9XkgLxeHzQSW5IJdjhcEhVVVVKGZPBYCCVSpFKpRBFEZ1Op+xPp9OYTCY0Gg3JZBJBEGhubqatrQ2LxUJ5eTnTpk3jlltu4eqrr+aaa67hpZde4p577gHg7bffZvbs2dTV1WGz2WhtbSUYDGKxWMjLyyMajdLX18fjjz/O5s2blbJYubtIbpiRPTo5wC7XIcvzhCRJbNmyhUAgcHFIsHwTarWadDp9WkGe3C00sPFF3qfVaikpKaGuro50Ok1paSldXV0899xzWK1Wjh8/jiRJNDQ0IIoixcXFpNNprr/+ejZs2IDL5eKb3/wmR48exWaz0d3dTTKZZNWqVVRUVADQ29tLMplU1IPs6KRSqb+KOSSTSRKJxKCxYPiMEiwIQisQBjJAWpKkyYIgZAOvASOAVuAmSZKCg53H6XRK1157LYBSuCwIgpIxkG9GrVajUqlQq9XKdjweVyR++/btOJ1OJk6cSHV1tSJVKpWKZDLJvffey/Tp09m1axd2u53c3Fx27txJV1cXhw4doqqqCqPRyIEDBxQbefz48TQ1NeF0OpU+DrVarXzLBMtusaxWRFHkpZdewufznVWCP48dXCVJ0iRJkiaf+r0M2CJJ0mhgy6nfg0KeJLRarULomSWgWq1WkWK5X06uxNHr9ZhMJqqqqpg2bRoGg0HJ2yUSCSVl/9FHHxGJRJRJrLOzk8bGRlQqFVdccQVNTU04HA5yc3OZPHkyLpeLY8eO0dvbq5Arxyi0Wq3iUcr7ZMjm3YXKKs8DXji1/QJw/fkOkAcsEywTZDablW3ZJpa35Y9Op1MKsPV6vUJ+YWEhGo0Gh8OBTqejtLSUzs5OPvzwQ3p6eqiuriYej1NQUIDP56Ompga3283OnTuVGLNGoyE3NxeHw6E8RPkhy2/HQFLVajU6nU65l6+CYAnYJAjCvlOdmwAeSZI6AU59u89B6vcFQagWBKFaDljLUqzT6dDpdAqhBoNBIVBWIQPVhEajUaRG3pZLqhwOB1qtllAohEqlIhgMcuDAAWw2Gx9//DFut5vm5mbGjx9Pf38/LpeL9vZ27HY7fr+fcDhMUVERkUhEsRzO1owjEz/wMxg+6yT3NUmSOgRBcAObBUGo/4zHIUnSSmAlgMfjkcxmszKogYMfmJ6XCZWr2o1GozLZpdNppYInk8nQ29urOBByv5xWqyWZTPLBBx+gUqnIysrC5XIpydHx48cjiiJ6vZ5UKkVraytz5syhp6dHqUGWx5NMJtHr9afd08B+aVl9nAufSYIlSeo49X0CeIuTnfZdgiDknSIqDzhxvvPIgxn4+g18BQdKqVqtPq35cOA55Acjt9UKgkBXV5dyo4lEAp/PpzTVZGdn09jYqATS5Vyf3D5bWVlJV1cXZrP5tIYblUqllA/IH3l8er1eURGD4bwSLAiCGVBJkhQ+tT0HeAJ4F1gMPHnq+53znUvuEhr4xM+sYpelI5PJYDabAZRiFHkyk1sNBtZPyGpBVi+A0l984sQJQqGQEnwHlAJBuYjv6NGjSrW7VqtVkrEDJ7KBk51arVbs8zP19Gn3fD5SAA+wQxCEg8BeYIMkSe+fIna2IAjHOLkox5PnO5FsRQyUXlknD7wReRKRO+vlnJksNbLXJU9qjY2Niu7MZDL09/cr2ZDCwkJcLhfZ2dlKcaHb7eaqq64iGo2STqdpaGigs7MTo9Go1MENtM/lMQ6cHywWi1KZOdgkd14JliSpGSg7y34/cPX5jv+rC54yyc6UYtmIH2jMy9IsS77cpyx7f+l0mrq6OkW/dnZ2YjAYCAQCBAIBLBYLiUQCm81GMBhUJM3v97N7925GjBhBW1sbgUCAnJwcotEoer3+tLGdzYqQXeTzTXAwxPHggb1uZ1oTBoNB2Se7yHJPmxxgkdeASKfTpFIpotGokjEWRRGj0UggEFC6iQoLC5Vs9MKFCykrK0Oj0Sg9GAcPHqS3txeDwYDNZlOaHGVoNJrTVBhw2hoUsnoaDEOe0YCzmzqy1XA280f29s40n2Ty586dqyysYbFYlCbx/v5+RFFk/Pjx7Ny5E4vFQjweR6fT4fV6CQQCxONxvva1rynZaBmyW39mk+HAyk+5fnkwDHlWWa/Xn2bbypOGrJvlbVl6ZFNIp9ORlZX1V8sS1NbW8tvf/pY33niD8vJyIpGIUkyt0WjYtWsXdXV16HQ6uru7EQSBrKwsmpqaGDduHKFQCL1erzTnyJDV1pktWrJ7DChhzcEw5NWVsi6VbdaB9q3cagsoETW5xCqVShGJRJRXUq6Ev+WWW0gmk+zdu5d0Os2YMWOIRqPccMMNPPXUU0qmWZ4Yy8rK0Gq1eDwegsEgJSUlHDt27LTgDqA8cDkWodVqSaVSigOUTqcVM/CiKzw5058HTnM5BzoScjsBnJQeWXJlS2Tnzp2YzWYqKipwOBxKJ+i2bdtQqVR4vV5isRipVEpZ50ev19PT08OIESNIJpO0tLSg0+kUNSRfT3Y25PiIXq8/zZyUpfuiqXAHlMENVBGfF3Kdr9/vp6KigpaWFsvTvzwAAAGNSURBVHp7e6mvr1e8svr6eqV5MRwOI0kS0WiUcDhMW1sb9fX19PT0YLPZ6OjoIDc3VzH15KUOZAkdiIFjTqfT53U0hjTgLghCGGgYsgt+OeQAPZ/xf4dLkuQ62x+GurKnYUC486KGIAjVX8VYLy0OeoFxieALjKEmeOUQX+/L4CsZ65BOcv8/4pKKuMAYMoKFi3gxZ0EQWgVBOCQIwgFBEKpP7csWBGGzIAjHTn2fe72bwTCwdfVCfTi59GITUALogIPAuKG49mccXyuQc8a+p4Flp7aXAU99kXMPlQT/b1zM+XNnzc+GoSL4bIs55w/RtT8LvnDW/HwYKk/uMy3m/DfEF86anw9DJcGfaTHnvxW+qqz52TBUBCuLOQuCoOPkYs7vDtG1B4UgCGZBEKzyNiez5of5n6w5fMas+dkwJCpC+gKLOQ8hPMBbp2K6GuAVSZLeFwThY2CdIAh3AMeB+V/k5Jc8uQuMS57cBcYlgi8wLhF8gXGJ4AuMSwRfYFwi+ALjEsEXGJcIvsD4f7+OPyiDQsFLAAAAAElFTkSuQmCC\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  216.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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RcSDwHeBk4JSOMn9NcQXQxyNiT4rbw24ZZUMlSZIkSZIWo0l9wd73drDMfBw4C9gI3AhckZlbIuL8iDixLLYRuCcibgCuBt6RmfcsqCWSJEmSJEkam0GuBCIzrwKu6lh2buXvBM4uJ0mSJEmSJDXMID8MLUmSJEmSpBlnEkiSJEmSJKkFTAJJkiRJkiS1gEkgSZIkSZKkFjAJJEmSJEmS1AIDPR1MkiRJkiT195M7D15wnSX73DyGlkhP5pVAkiRJkiRJLWASSJIkSZIkqQVMAkmSJEmSJLWASSBJkiRJkqQWMAkkSZIkSZLUAiaBJEmSJEmSWsAkkCRJkiRJUguYBJIkSZIkSWoBk0CSJEmSJEktYBJIkiRJkiSpBUwCSZIkSZIktYBJIEmSJEmSpBYwCSRJkiRJktQCAyWBImJ9RNwUEVsj4px5yr0iIjIi1o6uiZIkSZIkSRpW3yRQRCwFLgJOANYAr4mINV3K7Qq8FfjaqBspSZIkSZKk4QxyJdA6YGtm3pKZjwGXAyd1KXcBcCHwyAjbJ0mSJEmSpBEYJAm0Eri9Mr+tXPZTEfE8YP/MvHKEbZMkSZIkSdKIDJIEii7L8qcrI5YAHwDe1veFIs6IiM0Rsfmuu+4avJVqPWNHdRg3qsO4UV3GjuowblSXsaM6jBsNkgTaBuxfmd8PuKMyvyvwbOCaiLgN+HlgQ7cfh87MizNzbWauXbFiRf1Wq3WMHdVh3KgO40Z1GTuqw7hRXcaO6jBuNEgSaBOwOiIOjIjlwMnAhrmVmXl/Zu6ZmasycxVwHXBiZm4eS4slSZIkSZK0YH2TQJn5OHAWsBG4EbgiM7dExPkRceK4GyhJkiRJkqThLRukUGZeBVzVsezcHmWPGb5ZkiRJkiRJGqVBbgeTJEmSJEnSjDMJJEmSJEmS1AImgSRJkiRJklrAJJAkSZIkSVILmASSJEmSJElqAZNAkiRJkiRJLWASSJIkSZIkqQVMAkmSJEmSJLWASSBJkiRJkqQWMAkkSZIkSZLUAiaBJEmSJEmSWsAkkCRJkiRJUguYBJIkSZIkSWoBk0CSJEmSJEktYBJIkiRJkiSpBUwCSZIkSZIktYBJIEmSJEmSpBYwCSRJkiRJktQCJoEkSZIkSZJawCSQJEmSJElSCywbpFBErAf+FFgK/EVmvq9j/dnAG4HHgbuAN2Tmt0fcVkmSJEmSJuLQ//SBWvVu+M0RN0Qaob5XAkXEUuAi4ARgDfCaiFjTUewfgLWZeTjwOeDCUTdUkiRJkiRJ9Q1yO9g6YGtm3pKZjwGXAydVC2Tm1Zn5UDl7HbDfaJspSZIkSZKkYQxyO9hK4PbK/DbgBfOUPx34wjCNkiRJi9vzz1z4Jfabf28MDZEkSWqRQZJA0WVZdi0Y8VpgLXB0j/VnAGcAHHDAAQM2UTJ2JmExfiAzblSHcaO6jB3VYdyoLmNHdRg3GiQJtA3YvzK/H3BHZ6GIOBZ4F3B0Zj7a7YUy82LgYoC1a9d2TSRJ3Rg7qsO4UR3GjeoydsZv3ev/pFa9694/4oaMkHGjuowd1WHcaJDfBNoErI6IAyNiOXAysKFaICKeB/w5cGJm/uvomylJkiRJkqRh9E0CZebjwFnARuBG4IrM3BIR50fEiWWxPwR2AT4bEd+IiA09Xk6SJEmSJElTMMjtYGTmVcBVHcvOrfx97IjbJUmSJEmSNHN+4dV/vOA6X/3TMTSki0FuB5MkSZIkSdKMG+hKIEmSJEmaVS/6jT9acJ3/8+ExNESSpswrgSRJkiRJklrAJJAkSZIkSVILmASSJEmSJElqAX8TaJH5pePeV6vely8bcUMktcJxR76nVr2N/3XEDZEkSZLUl1cCSZIkSZIktYBXAkmSJEmSJHU49sW/X6/ivjuNtiEjZBKowWrdZrGzb2nbHfeimh3Vs3YebUMkSZJGrO5tyOzd3A9kkjRJ3g4mSZIkSZLUAiaBJEmSJEmSWsB7hyRJkiRJi9pL1p2/8Eon7Dr6hkhTZhJIkiRJE3fCmv+48Er/ds/RN0TSTFl/xLn1Ki73o68E3g4mSZIkSZLUCqZDJ+CEQ86pV3HPXUbbEEmSJEmS1FomgSRJAJyw31sXXunpe42+IZJmygkH/Ha9irvsPNqGSJKkvrwdTJIkSZIkqQVMAkmSJEmSJLWAt4NJkrTInLDPm2vV+8KdH57Ytjhpdb16khaNWv3HQU8bfUMktcL6n33Dwis996DRN2TKTAJJDbb+qf9u4ZUOf+boG6KpOX6X1y+4zsYHPzGGlqhq/R5vWnCdL37/o2NoyWjV2a9YvsMYWiJJktTd8TudWqte7LjjiFsymwa6HSwi1kfETRGxNSKe9KiriNgxIv6qXP+1iFg16oZKkiRJkiSpvr5XAkXEUuAi4DhgG7ApIjZk5g2VYqcD92bmMyPiZOD9wKvH0eBuJvlNeZ1tLVm5b61taXB1ssEbH/n0xLZVVyxfPrFttdFLlp9Sq96XHvvMiFsyWnX3a+lee464JZJmTZ1z3JK9VoyhJZqWOmPdupbs8pSJbUuDm+RYt444dPHdntM0xy155bSbMK8lfkYayiC3g60DtmbmLQARcTlwElBNAp0EnFf+/TngQxERmZkLaUzdDy5eiq466nZudjqa5Ilxyc4+Qrnt6pwbl+6x2xhaomE1fVANnuOaqk4/0PQvLDR+jnUldTPI7WArgdsr89vKZV3LZObjwP3Az42igZIkSZIkSRpe9LtYJyJeCRyfmW8s518HrMvMt1TKbCnLbCvnv1WWuafjtc4AzihnDwFuGtWOjMmewN3TbkSD9To+T8/MkV4b3rDYmYW4aHobu7VvscfNKDT9fR23ifQ5MxY3bY+JQdnnbGfMDM4+ZzvjZmEWe58zS/GwGNraxD5nlo7rfBbzfvSMm0GSQC8EzsvM48v5dwJk5nsrZTaWZf5vRCwD7gRWLPR2sKaJiM2ZuXba7Wiqth6fWdjvprex6e1rqrYft7bvfzcek8F4nLbzWAzOY7Wdx2JhFvvxmqX9s63jMUttnU9b92OQ28E2Aasj4sCIWA6cDGzoKLMBmPsVuVcAX5n1BJAkSZIkSdJi0veHoTPz8Yg4C9gILAUuzcwtEXE+sDkzNwCXAJdFxFbg+xSJIkmSJEmSJDXEIE8HIzOvAq7qWHZu5e9HgOY/8mLhLp52AxqurcdnFva76W1sevuaqu3Hre37343HZDAep+08FoPzWG3nsViYxX68Zmn/bOt4zFJb59PK/ej7m0CSJEmSJEmafYP8JpAkSZIkSZJmnEmgUkS8MiK2RMRPImJtx7p3RsTWiLgpIo6vLF9fLtsaEedMvtXT05Z9n6W4iIjzIuI7EfGNcvqVfm2dtLbEzbBmKe4mZbHv3yCMi4Vr8/4bL8Np87EwdupbbMdhlmNhFsbFVU05bt3Mchz0Mmvx0Uvt45yZTsUtcYcBhwDXAGsry9cA3wR2BA4EvkXxA9lLy7+fASwvy6yZ9n5M6Fi1Zt9nKS6A84C3d1neta3GTXOnWYo7Y8e4aOrk/hsvxo6xY9y0NxZo+Lh4lmJnluNgMcTHOOLGK4FKmXljZt7UZdVJwOWZ+Whm3gpsBdaV09bMvCUzHwMuL8u2QWv2fZHERa+2TloTj00jLZK4G6XFvn8DMS4WrNX7b7wMpdXHwtipbdEdh0UaC00ZF1c1+rgt0jjopYnx0Uvt42wSqL+VwO2V+W3lsl7L26DN+z6nqXFxVkRcHxGXRsTu5bJpt2lOU9oxy5oad+O22PdvWG2Ni37avv+9GC/9eSy6M3bm16bjMCux0ORxcVUT2zSIWYmDXmYlPnqp3daBHhG/WETEl4F9uqx6V2b+j17VuixLuifQ2vKotV7HZCbNUlzM11bgI8AF5fYuAP4YeAPNeb+a0o5GmKW4a4DWxI5xMVKLPm6Ml7ExdnpU67LM2NluJuNmlmNhxsfFVVNv0yzHQS+LKD56qd3WViWBMvPYGtW2AftX5vcD7ij/7rV8sZvvmMycWYqLQdsaER8Frixnm/J+NaUdjTBLcdcArYkd42KkFn3cGC9jY+x0Z+zMbybjZpZjYcbHxVVTb9Msx0Eviyg+eqndVm8H628DcHJE7BgRBwKrgb8HNgGrI+LAiFgOnFyWbYM27/ucxsVFROxbmX0Z8E992jppxs3wGhd3E7LY929YbY2Lftq+/70YL/15LLozdubXpuPQ+FiYgXFxVWOO2wI1Pg56mbH46KX2cW7VlUDziYiXAR8EVgCfj4hvZObxmbklIq4AbgAeB34rM39c1jkL2Ejxy9yXZuaWKTV/ojLz8bbs+4zFxYURcQTFZYC3AWcCzNfWSWpT3AxrxuJu7IydgnGxMG2PG+OlPmPH2KljMcbNjMdCo8fFVU2PnRmPg15mJj56GSZuIrOpt7hJkiRJkiRpVLwdTJIkSZIkqQVMAkmSJEmSJLWASSBJkiRJkqQWMAkkSZIkSZLUAiaBJEmSJEmSWsAkkCRJkiRJUguYBJIkSZIkSWoBk0CSJEmSJEkt8P8B0Wl9ICJFlBAAAAAASUVORK5CYII=\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5 216.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  45.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5 45.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  170.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 170.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  198.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5 198.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  34.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2 34.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  508.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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Wf9wPrkFHmCmnvWHluUmSE75vyh0BgCWc9vqVf18d+Bdr0BFW7VHv+9lO7X7lSVPuCADLMhMIAAAAoAcMAgEAAAD0gMvBVuj7frLbpTadHLt+HwXMj8e/sttx6kkXTLkjAADApmImEAAAAEAPTDQIVFX7qupAVR2sqssWef2pVfXHVXVvVT13+t0EAAAAYDWWHQSqqi1JrkpyXpLdSX6sqnYvqPaZJC9K8t5pdxAAAACA1ZvknkB7kxxsrd2eJFV1bZLzk9x6pEJr7S+Hr923Bn0EAAAAYJUmuRxsR5I7Rp4fGi4DAAAAYEZMMhOoFlnWunxYVV2U5KIk2blzZ5e3oKdkhy7khi7khq7mITtPfHmHXxd88vT70SfzkBs2huzQhdwwyUygQ0keMfL85CR3dvmw1trVrbU9rbU927dv7/IW9JTs0IXc0IXc0JXs0IXc0JXs0IXcMMkg0M1JTquqU6vq2CQXJLlubbsFAAAAwDQtOwjUWrs3ycVJbkjy8SS/1lq7paqurKpnJUlV/f2qOpTkeUneVlW3rGWnAQAAAFiZSe4JlNba9UmuX7DsNSOPb87gMjEAAAAANqFJLgcDAAAAYMZNNBMI+I6znv+fOjRa7Ef26JOnPPvNndr9wft/aso9AQAA+spMIAAAAIAeMAgEAAAA0AMuBwMAAJIke1/0lpU3Om/6/aAffvDcN664zRuuXoOOQI+YCQQAAADQAwaBAAAAAHrAIBAAAABAD/T2nkBnP+113Ro+8bum2xEAAIAZds5ZP9Ot4QkPmG5HmDnPeHrH/5d38RPr91GbmZlAAAAAAD1gEAgAAACgB3p7ORgAzKt9j7+8W8NnPnS6HWHDdM7Ak2UA+q7T8eMEt8yAWWEmEAAAAEAPGAQCAAAA6AGXgwGs0HmnX7ryRrtdYkE35z3ylStvdNy26XcEAICZZyYQAAAAQA8YBAIAAADoAZeDAQBsYvse8tKVNzr5xOl3hJly3mn/oVvDHzhpuh0BYFMxEwgAAACgBwwCAQAAAPTAproc7LyTXtGp3QcOv3XKPaEP9j34xR0bnjHdjgDQC+cc87xO7bY8+MFT7gnQB52POWecPuWeMGu6/D/pg3ddswY9YS2YCQQAAADQAxMNAlXVvqo6UFUHq+qyRV7fVlXvG77+karaNe2OAgAAANDdspeDVdWWJFclOSfJoSQ3V9V1rbVbR6q9JMmXWmuPrqoLkrwxyfPXosOwmC7TXbeccMIa9IRZ0nWa9NZHP3LKPRmvUx8vOWv6HeEoXbPTxdZdp6zbZwGbU5djztZHnboGPQFYXOdzo6c+YbodYVmTzATam+Rga+321to3k1yb5PwFdc5P8s7h499I8oyqqul1EwAAAIDVmGQQaEeSO0aeHxouW7ROa+3eJHcl+d5pdBAAAACA1avW2tIVqp6X5NzW2kuHz/95kr2ttX8zUueWYZ1Dw+efHNb5woL3uijJRcOnj0lyYForsgk8NMnnN7oT62zcOp/SWts+zQ+a8+wc0acMLbaumy0387I/5mU9knU65vTkeHPEPOVjKbNwzJkVfclM4pizWn3KykKOOSvX57wcsZHHnHnf/n1cv7G5mWQQ6B8muaK1du7w+auSpLX2+pE6Nwzr/J+q2prkcJLtbbk3nyNVtb+1tmej+7Ge+rjOa6lP23MW1nUW+jiJeVmPZL7WZbPoyzbty3quhz5tyz6t61ro8/br87p3ZZtt7DaY9+1v/Y42yeVgNyc5rapOrapjk1yQ5LoFda5LcuHw8XOTfKhPA0AAAAAAm92yvw7WWru3qi5OckOSLUmuaa3dUlVXJtnfWrsuyduTvKuqDib5YgYDRQAAAABsEssOAiVJa+36JNcvWPaakcd3J1m/38vdnK7e6A5sgD6u81rq0/achXWdhT5OYl7WI5mvddks+rJN+7Ke66FP27JP67oW+rz9+rzuXdlmG7sN5n37W78Ry94TCAAAAIDZN8k9gQAAAACYcQaBVqiqnldVt1TVfVW1Z8Frr6qqg1V1oKrOHVm+b7jsYFVdtv69nr55XKf11NccbcZ1qKo3V9UnqupjVfVbVfXdI6/N1L6Y51zNSj83s3nOxziz3v+N1Me8jJqndVkPfc/LEfO4TmtBXu5vPddvns59F+pbtjr3vbWmrKAkeVySxyS5McmekeW7k/xZkm1JTk3yyQxupL1l+PiRSY4d1tm90euxym0wd+skR/3NTZIfTrJ1+PiNSd44q/tiXnM1K/3c7GVe8yE38iI7G1/6nBe5kZdZy07m6Ny3z9laTd8nujE039Fa+3iSVNXCl85Pcm1r7Z4kn6rBL6XtHb52sLV2+7DdtcO6t65Pj9fE3szfOq2rnuZoU+amtfbbI09vSvLc4eOZ2xdznKtNmZ1ZM8f5GEduVqGHeRklOyvU87wcITcTkpf7WdfszNO570I9y1bn3LgcbHp2JLlj5Pmh4bJxy2fZPK7TZjHPOZqFdXhxkg8MH8/Tvpj1dZmVfs6qWc/HOLPe/81qXvMyap7WZaP1IS9HzOM6rbc+5WXURq7fvJ77LjSP69a572YCLaKqfifJSYu8dHlr7X+Na7bIspbFB9pm/SfZxq0rI+TofjYsN5Psi6q6PMm9Sd5zpNki9Td8X/Q0V445E+ppPsaRm2XIy1iyswh5WZbcjJCXFZl6dubp3Hch2fq2zrkxCLSI1trZHZodSvKIkecnJ7lz+Hjc8lm11LoyJEf3s2G5WW5fVNWFSX4kyTPa8CLbbNJ90dNcOeZMqKf5GEduliEvY8nOIuRlWXIzQl5WZOrZmadz34Vk69u652ajb2g0qyX3v9nUGTn6ZlO3Z3Czpq3Dx6fmOzdsOmOj+7/KdZ+7dZKj/uYmyb4Mrp3dvmD5zO6LecvVrPRzVsq85UNu5EV2Nk/pY17kRl5mLTuZw3PfPmZrNX3f8M7PWknyTzIYdbsnyeeS3DDy2uUZ3KH7QJLzRpY/M8ltw9cu3+h1mNJ2mLt1Wuft18scbcZ1SHIwg+tp/3RYfnlW98U852pW+rmZyzznQ27kRXY2fHv1Oi/zvE7yMn/Zmadz375nq2vfa9gYAAAAgDnm18EAAAAAesAgEAAAAEAPGAQCAAAA6AGDQAAAAAA9YBAIAAAAoAcMAgEAAAD0gEEgAAAAgB4wCAQAAADQA/8f7siDkYBr76sAAAAASUVORK5CYII=\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 508.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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NJanmSG0+/Llz52hoaCAUCvHPf/6T7u5uPvzwQ1auXGmthDcMA7fbjc1mY8OGDbzyyisEAgHi8TiGYbBy5Up6enooLy+3CNd1HbfbjcPh4NChQzz++OMoisLAwABf//rX2b9/v2V7R9qL3W4nkUhYL8dsbzqdJhgMMjg4aJaTbnu1/VLg6Iht1ICXpZTvCCE+Bl4TQvwn8Dnw6FSCFEXBbrdbOdb8/HzLXTI1bP/+/TQ2NnL48GHC4bA1ueOBBx5g3759/PGPf0RKidPpJJ1O4/F46OrqwufzEQgELA2GG2vd8vPzSaVShMNha91bXl4e0WiUkpIS0uk0J0+e5NixYzgcDtxuNwMDA6iqSjqdHpNrMN0681hPT8+U85GnJFhKeRlYO87xfm5occ5QVdXKKWzevJm3336bn/70p9TU1LB27VqOHz/Ozp07uXTpEtXV1TQ2NmKz2chms/ztb3+ju7vbysvquk5vby8FBQW88cYbFBYWUlZWhtfrxe12U1xcjNfrxePxEI/HrbnD6XSaoaEhbDYbgUCAgoICtm3bxqVLl3jnnXcoLCykt7fXCkTGC0gcDseYNOW0bfBMwdRcp9M5pivX1NRgs9nYsmULDQ0NdHZ20tXVRV1dHTU1NRQWFuJ0Orl+/Trf+MY3WLJkCcXFxVRUVJDJZGhubmb79u14PB4CgQAejwe4kSwyHz6TyRCLxawubrpqTz31FM3NzfzhD3/g73//O729vVM+RyqVsszFVJhTgk0fU0pJYWEhPp+Puro6K7F911138dlnn3Hp0iXOnDnDtm3bgBszZ3bv3k08Hufuu++2Jj/rus7y5cv55je/aa3PqKiooKenB03TEEJgt9ut6oXpzhUUFFjX//jHP2ZwcJBoNEo0GrVIm4hAVVUtz2HeEaxpGn6/n/z8fJqamti6dStOp5Pjx4/jdrs5d+4cdrudlpYWHn74YWKxmDViHz58GJfLha7rJJNJa1B0uVy43W7effddpJQ0NTWxbNkyNm/ebNnQTCZjZdBisRjDw8PU1NRQXFyM3+9nyZIlJJPJMRHZROSZJiMvL8+aqjVvsmnmYDAwMEBVVRWZTIZoNEpFRQUFBQWUlJSgKApr167FZrMRjUZxOp24XC62bNmCpmkkk0lLe0yN9Hq9ZLNZBgcHLZ+1ubkZRVEs0sLhMDabjUwmQ29vLx0dHfzgBz8gGAzy2GOP3aK5NwdBowcyKSXDw8O3PNd4mNOJJz6fT5rdvry8nHA4jN1up6yszHKfXC6X9XBOp9Ny5xKJBIWFhSSTSSKRCLquo2kaTqeTwsJCwuEwiUSCTCbD0NCQVQiNRCIkEgmy2SzpdBpVVXnuuedIpVIMDQ3d8mGN0VUTc6X9GMJGET9ayyf6KNKcEuz3++W3v/1t0uk0fr8fKSX5+fl4vV6cTqf18/l8lpskhCCRSFiRVTqdJhaLWaSb059SqRQulwubzUY4HKazs5O6ujrOnTtnTZiGG4sLTeLMcNjEaG9gNMnjuWLmAsVR+18+wUKIYaBlzm44PSwBcl0AXSalHHdF4lxXNFpu/vrUfIUQon4m2jqvKxpfBSwSPMuYa4Kfn+P7TQcz0tY5HeT+P2LRRMwy5ozg+fwxZyFEuxCiUQjxiRCifuRYoRDilBDi4sjf8acWTQXToZ7NH6ACl4AKwA58CqyZi3vn2L52YMlNx54B9o9s7wf+93Zkz5UGL8SPOc9I1XyuCB7vY87L5+jeucCsmp8ZqYLDTVVzYNyq+VSYq0gup485f4nYKKXsHJl6cEoI8dlMCZ4rDc7pY85fFuSoqjkwpmoO8EWq5jdjrgietx9zFkLkCSHyzW3gAeA8N9r3o5HTfgS8eTvy58RESCl1IYT5MWcVOCTnz8ecZ6xqPh4WI7lZxmIkN8tYJHiWsUjwLGOR4FnGIsGzjEWCZxmLBM8yFgmeZfwfGhpZI5OsRRkAAAAASUVORK5CYII=\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  150.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "4 150.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  9.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 9.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  194.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "1 194.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  285.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 285.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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NZ0vgTmC5iFwnIgHg75iqSs85Sl01nxUToeb4MOcroKRV8/lIrsSYj+RKjHmBS4x5gUuMeYFLjHmBS4x5gUuMeYFLjHmBS4z/BS+sDh77rJdnAAAAAElFTkSuQmCC\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  35.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 35.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  457.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5 457.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  286.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2 286.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  271.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 271.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  270.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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urZQ5Angz8IzMvDciDhlXgzUevsZQkiRJkqTpNsyVQGuB7Zl5S2Y+BFwJnNJT5lXAJZl5L0Bmfme0zZQkSZIkSdJiDJMEWgHcXpnfUS6rOhI4MiKui4jrI2LdqBooSZIkSZKkxRsmCRR9lmXP/DLgCODZwOnAn0TEo3b7ooizI2JzRGzeuXPnQtuqDjN2VIdxozqMG9Vl7KgO40Z1GTuqw7jRMEmgHcBhlfmVwB19ynwmM3+SmbcC2yiSQrvIzEszc01mrpmZmanbZnWQsaM6jBvVYdyoLmNHdRg3qsvYUR3GjYZJAt0AHBERh0fE3sBpwIaeMp8Gfh0gIg6muD3sllE2VJIkSZIkSfXNmwTKzIeBc4BNwE3AVZm5JSIujIiTy2KbgHsiYitwDfCGzLxnXI2WJEmSJEnSwsz7iniAzNwIbOxZ9tbK5wTOLSdJkiRJkiQ1zDC3g0mSJEmSJKnlTAJJkiRJkiR1wFC3g0mSJE3az+48sla9PR5z84hbIkmS1E5eCSRJkiRJktQBJoEkSZIkSZI6wCSQJEmSJElSB5gEkiRJkiRJ6gCTQJIkSZIkSR1gEkiSJEmSJKkDTAJJkiRJkiR1gEkgSZIkSZKkDjAJJEmSJEmS1AEmgSRJkiRJkjrAJJAkSZIkSVIHmASSJEmSJEnqAJNAkiRJkiRJHWASSJIkSZIkqQNMAkmSJEmSJHXAUEmgiFgXEdsiYntEnDdHuRdGREbEmtE1UZIkSZIkSYs1bxIoIvYELgHWA8cAp0fEMX3K7Q+8FvinUTdSkiRJkiRJizPMlUBrge2ZeUtmPgRcCZzSp9xFwDuBH4+wfZIkSZIkSRqBYZJAK4DbK/M7ymU/FxFPBQ7LzL8eYdskSZIkSZI0IsMkgaLPsvz5yog9gPcAr5v3iyLOjojNEbF5586dw7dSnWfsqA7jRnUYN6rL2FEdxo3qMnZUh3GjYZJAO4DDKvMrgTsq8/sDTwaujYjbgKcBG/o9HDozL83MNZm5ZmZmpn6r1TnGjuowblSHcaO6jB3VYdyoLmNHdRg3GiYJdANwREQcHhF7A6cBG2ZXZuZ9mXlwZq7OzNXA9cDJmbl5LC2WJEmSJEnSgs2bBMrMh4FzgE3ATcBVmbklIi6MiJPH3UBJkiRJkiQt3rJhCmXmRmBjz7K3Dij77MU3S5IkSZIkSaM0zO1gkiRJkiRJajmTQJIkSZIkSR1gEkiSJEmSJKkDTAJJkiRJkiR1gEkgSZIkSZKkDjAJJEmSJEmS1AEmgSRJkiRJkjrAJJAkSZIkSVIHmASSJEmSJEnqAJNAkiRJkiRJHWASSJIkSZIkqQNMAkmSJEmSJHWASSBJkiRJkqQOMAkkSZIkSZLUASaBJEmSJEmSOsAkkCRJkiRJUgeYBJIkSZIkSeqAoZJAEbEuIrZFxPaIOK/P+nMjYmtE3BgRfxMRjxt9UyVJkiRJklTXvEmgiNgTuARYDxwDnB4Rx/QU+xKwJjOfAnwKeOeoGypJkiRJkqT6lg1RZi2wPTNvAYiIK4FTgK2zBTLzmkr564GXjrKRGt6xr31PrXpfesuIGyJJkiRJkhplmNvBVgC3V+Z3lMsGOQv47GIaJUmSJEmSpNEa5kqg6LMs+xaMeCmwBjhuwPqzgbMBVq1aNWQTJWNH9Rg3qsO4WRp1rlxt+lWrxo7qMG5Ul7GjOowbDXMl0A7gsMr8SuCO3kIRcQJwPnByZj7Y74sy89LMXJOZa2ZmZuq0Vx1l7KgO40Z1GDeqy9hRHcaN6jJ2VIdxo2GuBLoBOCIiDge+BZwGnFEtEBFPBf4YWJeZ3xl5KyVJkiRJWkJPe8kf1qr3D/WqSUti3iuBMvNh4BxgE3ATcFVmbomICyPi5LLYu4D9gD+PiC9HxIaxtViSJEmSJEkLNsyVQGTmRmBjz7K3Vj6fMOJ2SZIkSZIktc5xz3/Xgutc86ExNKSPYZ4JJEmSJEmSpJYzCSRJkiRJktQBQ90OJkmSJE3a8f/u4lr1/vcnRtwQSZJayiuBJEmSJEmSOsAkkCRJkiRJUgeYBJIkSZIkSeoAnwkkCYDnrL1wwXU+t2EMDZEkSRrgxKe/bcm2tekvlmxTkrRkvBJIkiRJkiSpA0wCSZIkSZIkdYBJIEmSJEmSpA7wmUCSpNrWH/OWWvX+1xdG3BBJkiRJ8zIJtATWHfv7tep97isXjbglkiRJkiSpq7wdTJIkSZIkqQO8EkiSBMD6w89deKVf2Gf0DdHErD/6zQuu89mbLh5DSyRJkjQOJoGkKbN+5WvrVXzswaNtiKROWP/419er+LwVo22IJKkTav1oBXz21nePuCVSO5kEarD1q3534ZV+83Gjb4gkSZIkSWo9k0BSg6078JULrhP7PmIMLVGbrJ95db2K+xk747T+0N+pVe+zd31gybbFQY+qV0+qoVZf9Uv+2CVJWjq1x9VPe8JoGzJCPhhakiRJkiSpA4a6Eigi1gH/A9gT+JPMfHvP+uXAnwG/AtwDvDgzb1toY9YdfPZCqwDwubsvrVVPWion7XdmrXqx114jbomkUVj3yFcsuE7ss3wMLZEkqb3WHfSqBdeJR+6/ZNti/RNrbUtqsnmTQBGxJ3AJcCKwA7ghIjZk5tZKsbOAezPzX0XEacA7gBePo8GSJElqjpP2fXmtens8wltQu67Wj2RPOWL0DZHUCXX+Xk3j36phrgRaC2zPzFsAIuJK4BSgmgQ6Bbig/Pwp4H0REZmZI2yrNNCJe5w66SbMaRo7j2nwnL3PWLJtXf3QJ5ZsW5oudfq3ZTO+7a+J6vY5dfqPpdyWxq/O+ax7LpdyWxov+wHV1fR+oG5sx14+EhmGeybQCuD2yvyOclnfMpn5MHAf8OhRNFCSJEmSJEmLF/NdrBMRpwInZeYry/mXAWsz8zWVMlvKMjvK+a+XZe7p+a6zgdkH/xwFbBvVjozYwcDdk25ECww6To/LzJlRbmgBsTON564r+zTJuBmVtp2raWnvSGOnRX+rFqtt538xprXPmUsbzm/T29iUPqfpx6muad0v6GafM0rTHBtzaUqfs9Safr6b3j5YYJ8zTBLo3wIXZOZJ5fybATLz4kqZTWWZf4yIZcCdwExbbweLiM2ZuWbS7Wi6Jh6nJrZpsdyn9mjbftnebuvS8ezSvs5qwz43vY1NaV9T2jFq07pfMN37thS6evzc72Zqevtg4W0c5nawG4AjIuLwiNgbOA3Y0FNmAzD7ZLcXAl9oawJIkiRJkiRpGs37ZKTMfDgizgE2Ubwi/iOZuSUiLgQ2Z+YG4MPA5RGxHfguRaJIkiRJkiRJDTHU47EzcyOwsWfZWyuffww0+/VMC3PppBvQEk08Tk1s02K5T+3Rtv2yvd3WpePZpX2d1YZ9bnobm9K+prRj1KZ1v2C6920pdPX4ud/N1PT2wQLbOO8zgSRJkiRJktR+wzwTSJIkSZIkSS3X6SRQRJwaEVsi4mcRsaZn3ZsjYntEbIuIkyrL15XLtkfEeUvf6maY9HGIiHdFxNci4saI+MuIeFRlXSvPXRfisW3tHaRt8TcNsdW09rRVRFwQEd+KiC+X03Mr6/rGQpt1JW6a3ie1sQ+axPabfh4Xo40xUEcb2zxpXYmN+UzjPvXT9H6ubfFYe9uZ2dkJOBo4CrgWWFNZfgzwFWA5cDjwdYqHYu9Zfn48sHdZ5phJ78cEjtvEjwPwHGBZ+fkdwDvafu6mPR7b1t5pir+2x1bT2tPmCbgAeH2f5X1jYdLtNW6G3tdG90lt64Mmtf2mn8cuxUCb4qbtUxdiw9jZZV8b3c+1KR4Xs+1OXwmUmTdl5rY+q04BrszMBzPzVmA7sLactmfmLZn5EHBlWbZrJn4cMvPqzHy4nL0eWFl+bu2560A8tq29A7Ut/qYgtprWnmk0KBbarDNx0/Q+qYV90ES23/TzuBgtjIE62tjmietIbMxnGvepr6b3cy2Lx9rb7nQSaA4rgNsr8zvKZYOWd03TjsMrgM+Wn6fx3E3LPrWtvcNqc/y1pb1Na0/bnVNehv2RiDiwXDaNx3ga92kYbeqTmtq+SW8f2nUeF2Oa9q2NbW6yaYqN+UzjPg2jTf1cE9tXe9tDvSK+zSLi88Bj+qw6PzM/M6han2VJ/6RZF1+vNuj4jHYjQ5y7iDgfeBj4+Dxta8S563g8LkncjErb4m/KY6tVsTNpc8UC8AHgIorjdxHwhxSDsGk8xlO1T03vk6asDxpb7DT9PC7GlMVAHVPV54ySsTGvqYqdpvdzUxSPteNm6pNAmXlCjWo7gMMq8yuBO8rPg5Z3yVzHZ2TmO3cRcSbwPOD4LG+MnKdtEz93HY/HJYmbUWlb/E15bLUqdiZt2FiIiA8Bf13OTuMxnqp9anqfNGV90Nhip+nncTGmLAbqmKo+Z5SMjXlNVew0vZ+bonisHzc5ogcTtXli9wc/PYldH/x0C8WDl5aVnw/nXx6+9KRJt38Cx2vixwFYB2wFZnqWt/7cTWs8tq290xh/bY2tprWnzRPwi5XPv0dxf/vAWJh0e42bofe1FX1SW/qgCR6fVpzHLsRAm+JmWqZpjg1jZ5d9bUU/14Z4XMy2Jx4IEw7C36LIoD0I3AVsqqw7n+Jp29uA9ZXlzwVuLtedP+l9mOCxm+hxoHgY1+3Al8vpg20/d12Ix7a1d479aFX8TUNsNa09bZ2Ay4GvAjcCG9g1KdQ3Fto8dSVumt4ntbEPmsT2m34euxYDbYmbtk9diQ1j5+f72eh+rm3xWHfbUVaWJEmSJEnSFPPtYJIkSZIkSR1gEkiSJEmSJKkDTAJJkiRJkiR1gEkgSZIkSZKkDjAJJEmSJEmS1AEmgSRJkiRJkjrAJJAkSZIkSVIHmASSJEmSJEnqgP8PETMFoUlyoYwAAAAASUVORK5CYII=\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 270.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  189.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 189.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  366.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 366.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  114.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "6 114.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  431.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 431.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  438.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 438.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  224.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 224.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  275.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 275.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  439.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2 439.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  507.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "1 507.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  278.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 278.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  479.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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gSZIkSZKkDrAIJEmSJEmS1AFDfTuYJEmSJHXJz64/qlW/fe529YhHIkmj45lAkiRJkiRJHeCZQJIkSZprbc7o8GwOSdI8sggkSZIkSdKIWHhWG2t1CaqXg0mSJEmSJHWARSBJkiRJkqQOsAgkSZIkSZLUARaBJEmSJEmSOsAikCRJkiRJUgdYBJIkSZIkSeoAi0CSJEmSJEkdYBFIkiRJkiSpAywCSZIkSZIkdYBFIEmSJEmSpA6wCCRJkiRJktQBFoEkSZIkSZI6YKgiUJJtSa5KsivJWUu0e0KSSrJ5dEOUJEmSJEnSai1bBEqyDngDcBJwNPDkJEcPaHcQ8LvAZ0Y9SEmSJEmSJK3OMGcCbQF2VdU1VXULcDFwyoB25wHnAzePcHySJEmSJEkagWGKQBuB6/oe726e+7kkxwKHVdUHRzg2SZIkSZIkjcgwRaAMeK5+PjPZB3gt8PvLvlByepKdSXbecMMNw49SnWd21Ia5URvmRm2ZHbVhbtSW2VEb5kbDFIF2A4f1PT4U+Frf44OABwKfSHIt8FBg+6CbQ1fVBVW1uao2b9iwof2o1TlmR22YG7VhbtSW2VEb5kZtmR21YW40TBHoUuDIJEckWQ+cCmzfM7OqbqqqQ6pqU1VtAj4NnFxVO8cyYkmSJEmSJK3YskWgqroVOAPYAVwJvKeqLk9ybpKTxz1ASZIkSZIkrd6+wzSqqkuASxY8d/YibY9f/bAkSZIkSZI0SsNcDiZJkiRJkqQZZxFIkiRJkiSpAywCSZIkSZIkdYBFIEmSJEmSpA6wCCRJkiRJktQBFoEkSZIkSZI6wCKQJEmSJElSB1gEkiRJkiRJ6gCLQJIkSZIkSR1gEUiSJEmSJKkDLAJJkiRJkiR1gEUgSZIkSZKkDrAIJEmSJEmS1AEWgSRJkiRJkjrAIpAkSZIkSVIHWASSJEmSJEnqAItAkiRJkiRJHWARSJIkSZIkqQMsAkmSJEmSJHXAvpMegCRJkiRJ0ry4z/mvXXGfq58xhoEM4JlAkiRJkiRJHTBUESjJtiRXJdmV5KwB889MckWSy5L8VZJ7jn6okiRJkiRJamvZIlCSdcAbgJOAo4EnJzl6QbPPA5ur6kHA+4DzRz1QSZIkSZIktTfMmUBbgF1VdU1V3QJcDJzS36CqPl5VP2wefho4dLTDlCRJkiRJ0moMUwTaCFzX93h389xiTgM+tJpBSZIkSZIkabSG+XawDHiuBjZMngZsBo5bZP7pwOkAhx9++JBDlMzOWjjmjJXfwf7vXzaGgYyQuRm/X3nuynMDsPPlIx7ICJkbtWV21Ia5UVtmR22YGw1TBNoNHNb3+FDgawsbJTkBeClwXFX9eNALVdUFwAUAmzdvHlhI0uo85OmvadXvU68a8UBGzOyoDXOjNsyN2jI7asPcqC2zozbMjYa5HOxS4MgkRyRZD5wKbO9vkORY4E+Ak6vqX0Y/TEmSJEmSJK3GsmcCVdWtSc4AdgDrgAur6vIk5wI7q2o78CrgQOC9SQC+WlUnj3HckiRJkiSNzbG/0+6y98/91xEPRBqhYS4Ho6ouAS5Z8NzZfT+fMOJxSZIkSZIkaYSGuRxMkiRJkiRJM26oM4EkSZIkSZpVW57V4gt0bj/oi7Kl2eaZQJIkSZIkSR1gEUiSJEmSJKkDLAJJkiRJkiR1gPcEkubMcf/2/HYdj9hvtAORpCU85tGvWHGfj7x7DAORNFMedfKrWvX7v9tfOOKRSNJs8kwgSZIkSZKkDvBMIEmSJK25xxz/h2u2rI9cvGaL0pQ6ftsrV9znY28d/TgkzZZHndLu7EMePr2llukdmSRpTZ34iP++8k4P+KXRD0Qz5bEPPbddx9t5CaokSdJa83IwSZIkSZKkDvBMoCm29VdfvvJO9zto9AORJEmSJEkzzzOBJEmSJEmSOsAikCRJkiRJUgd4OZgkSZJaO+moF7freI87jnYgmjnbjjl75Z0O99YH82Trsf9txX12fL7FLTMk/ZxFIGmKbXvAS1feaZMH1ZIkae2cdPR/addxvf8VkaS15uVgkiRJkiRJHWD5XZIkSQCcdLfnrbzTHbw8R5KkWWERSJIkSZIkzYSTjnxRq34f+n/nj3gks8nLwSRJkiRJkjrAM4EkSZLmzNbbPb1Vv33u6KVdkqT5dNLhv7fyTsduHP1AJswi0BrYdufntOt470NHOxBJE7PtDv+hVb+//O5b1mxZPOg+7fppbrTaXx112OgHMqdO3OeJa7asffY/YM2WpfHbdsffWnGfv7zpwjVbVjberdWypDa2Hfzsdh1POXq0A9FItLoX3UEHjn4gHTLU5WBJtiW5KsmuJGcNmL9/kj9r5n8myaZRD1SSJEmSJEntLXsmUJJ1wBuAE4HdwKVJtlfVFX3NTgNurKr7JDkVeCXwm+MYsCR1ydYDnrriPlm/fgwj0SzZeuAzW/UzO5KkNtpegsr97jXagUha1jCXg20BdlXVNQBJLgZOAfqLQKcA5zQ/vw94fZJUVa1kMI9d/5SVNP+5D9/yrhX3Wctlafza/Ed5x83vnPplabzW8tKMdQd62uo8abMPabv/aLOsrN+v1bIkzY+2+7h1B3lfqHnhJahqq01Rb8ePLhrDSDQOw1wOthG4ru/x7ua5gW2q6lbgJuCXRzFASZIkSZIkrV6WO1knyROBrVX17Obx04EtVfX8vjaXN212N4+/1LT51oLXOh04vXl4X+CqUb2RETgE+OakBzFjFltn96yqDaNc0JRnB8zPSg1aX/Oam1nIxiyMEdZomzMluVnMrHxW06ZL25xx6Gru3OasTFdzMsiktznz/Fl08b1NyzZnntb9PL0XWOE2Z5gi0L8Bzqmqrc3jlwBU1Sv62uxo2nwqyb7A9cCGlV4ONklJdlbV5kmPY5a4zm7juliZLq2vWXivszBGmJ1xjpProB3X2+p0df119X235fq6zaTXxaSXP06+t8mZ9vGtxDy9F1j5+xnmcrBLgSOTHJFkPXAqsH1Bm+3AnrtQPgH42CwVgCRJkiRJkubdsjeGrqpbk5wB7ADWARdW1eVJzgV2VtV24M3ARUl2Ad+mVyiSJEmSJEnSlBjm28GoqkuASxY8d3bfzzcDa3f7+fG4YNIDmEGus9u4LlamS+trFt7rLIwRZmec4+Q6aMf1tjpdXX9dfd9tub5uM+l1Menlj5PvbXKmfXwrMU/vBVb4fpa9J5AkSZIkSZJm3zD3BJIkSZIkSdKM62QRKMkTk1ye5GdJNi+Y95Iku5JclWRr3/Pbmud2JTlr7Uc9Xbq8PsxPe/O8HmYxF0nOSfLPSf6hmX5tuTFPyqTX1STMYqamjetjdWZpGzFqZmc4Xc7IIJPITVf2FfOetWn6TOY5U/OWo9brvao6NwH3B+4LfALY3Pf80cAXgP2BI4Av0bsZ9rrm53sB65s2R0/6fUxw/XV6fZgfczMvuQDOAV4w4PmBYzY7ZmqWJtfHSNbhTGwjxvC+zY4ZmZncdGVfMc9Zm7bPZJ4zNU85Ws167+SZQFV1ZVVdNWDWKcDFVfXjqvoysAvY0ky7quqaqroFuLhp21WdXh/mp7W5Xg9zlovFxjwp07yuxmbOMjUJro/xmbZtxKiZndWb94wMMpHcuK+Yi6xN1WfS0UzNYo5ar/dOFoGWsBG4ru/x7ua5xZ7vKtfHYOZnaV1dD9OeizOSXJbkwiQHN89Ny9j2mLbxTNq0Z2pauD5GYxa2EaM27+9v1LqYkUGm7T3P475iXrM2K+9hXjI1LzlqPeahviJ+FiX5KHC3AbNeWlUfWKzbgOeKwcWyLn+t2mLraW6Yn7GY+dzMYi6WGjPwJuC8ZrnnAa8Gfovp+6ymbTwjM4uZmiFzm5tRmpNtxKjN+/tbETMytLG9567sKzqctTV/D/OcqQ7lqPWY57YIVFUntOi2Gzis7/GhwNeanxd7vouWWk9zwfyMxcznZhZzMeyYk/wp8MHm4bR9VtM2npGZxUzNkLnNzSjNyTZi1Ob9/a2IGRna2N5zV/YVHc7amr+Hec5Uh3LUesxeDra37cCpSfZPcgRwJPBZ4FLgyCRHJFkPnNq07SrXx2DmZ2ldXQ9Tm4skd+97+DjgH5cZ86RMfF1NmanN1JRxfazSDG0jRs3sDKnDGRlk2nIzV/uKOc/arHwmM5+pOctR6/U+t2cCLSXJ44DXARuAv0jyD1W1taouT/Ie4ArgVuB3quqnTZ8zgB307sJ9YVVdPqHhT1xV3drl9WF+2pn33MxoLs5Pcgy9U0evBZ4LsNSYJ2Hes7OYGc3U1OhqbkZsJrYRo2Z2VqSTGRlkUrnp0L5ibrM2bducOc/U3ORoNblJ1bRf6iZJkiRJkqTV8nIwSZIkSZKkDrAIJEmSJEmS1AEWgSRJkiRJkjrAIpAkSZIkSVIHWASSJEmSJEnqAItAkiRJkiRJHWARSJIkSZIkqQMsAkmSJEmSJHXA/wfO7YuNMakwVQAAAABJRU5ErkJggg==\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5 479.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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115Gbm0trays/+clPSCQSGI1Gfv7zn7NlyxZsNht2u52BgQFuuOEGXC4Xdrsdu91Of38/jY2NHDhwAKvVitlsZvHixTidTlRVJRAIsGTJEl555RWqq6sxGAyUlJSwcOFCNE3j4MGDADIvIYSgurqauXPnnnE+F8yLON159fB4w4YNAIRCIZqamli5ciXr16+nq6uLuro6/uqv/or6+nqi0SibN2+mvb2dn/zkJ2zbto3q6moCgQCRSASTycTSpUtxu90888wzPPPMM3z961/n1VdfpaamhqKiIg4dOiTLQf/0T//Exo0bMZlMLFq0iPz8fKxWK1arlWAwSCgU4siRIyxYsIA1a9bQ0NBAJBI5rRdxURCc/lnPsj333HMIIWhpaeH555/nZz/7GU888QR+v5958+bx5JNP8sADD9Db24vb7WbTpk1UVFRQWlpKcXExqqoSDofp6OggMzOTCRMmkJWVRWlpKa+//jqJRILKykqOHj3KlClT8Hq9DAwMUFRUBIDX66W9vZ1gMIjL5cJgMBAIBBgZGWHWrFn87ne/k/biePvUhXfTzgWJRAJVVXnkkUfweDz8z//8DyUlJbS3t+Pz+Ugmk4yMjOBwOPjxj3/MU089haZp/OY3v5G3P4DdbicvL4/LLrsMu93O3/7t37Ju3Tqam5txu9187WtfY/369QAcOHCAkpISOjs7icfjJBIJqWeLiop4//33pYEzmUz84Q9/wGAwnDVVCRfAD06vJKd/p1c49KrBgQMHpA6Nx+Ps3LkTp9NJb28vW7duZXR0VDb8hUIh8vPzmTp1qvx/aWkpAwMDLFy4kEceeYQ5c+bg8/kIh8M4nU42bNgguzF9Ph+JRILS0lJefPFFFi5cSFlZGXV1dbIIoGfX9Jzwyd2Vp8NF1ReRXq6PRqP4/X78fj/BYJAPP/yQkZERVFVl5cqV0m8NhUK0t7cza9YsampqmD9/Ph6Ph6NHj6IoCt3d3dx444383d/9HWNjY2zduhWn08n8+fPJycnBZrMxbdo0lixZQnV1NaWlpbS0tHDVVVeRTCYZGhqSKUm9dpcu4WfDBVcRJ7dO6dAlWVVVbr/9dj788ENKSkqorKykvb1d5jKcTidvv/02d9xxB42NjaiqyvXXX8/o6CgFBQUkk0l2797NE088wbZt2/je977HokWLaGhoIDc3l5KSEjwej0zQf/GLX+S1114DYPr06QBkZmZKf1nTtD9Jr54J42rkDAaDpoeWJxu5k2E2mxkbG+Oyyy7jiiuuYNKkSXg8HtxuN7t27WLatGkATJs2DYvFQiwWIzc3l//+7/9m3rx5lJWV0dvby7vvvovX6+Xee+/F6/WiaRpdXV2ybldRUUEikWDKlCl0dXWRSqXYvn07q1atIhAI0N/fL8d4xx13YLVaZeFV18sXTS4ivVvnTL8Dsr3J7XZTVlaGx+NB0zRef/11mpqa2L9/P2azmdzcXLZs2UJJSQkWi4XMzExyc3Pxer0oisLQ0BA5OTn8+7//O8PDw5hMJkZGRrjzzjspKCjAZrPR2trKk08+SWNjI5WVlezbt4+tW7cyceJEqYamTJkifWA9H6EoysUVKn8c6Ldja2srO3fuxG63oygKO3fuxGq1MmHCBAB+//vfk5OTI8PdOXPmMDQ0hNPpxGq1ctttt8mcbiQSYWxsjOXLl7Ns2TKeeeYZwuEw+fn53HDDDUyYMIH8/HxSqRT5+fn09fURjUaJxWLSyOrNKKlU6pwasMeV4NM1XOsvRVFwOp2YTCbMZjOlpaVSRTgcDo4cOcKVV15JRkYGY2Nj3HfffbJxRG9x1dWI1+vF7XYTCAQoKCgAjqkTq9XKwMAAVVVVaJrGyMgIdrsdj8dDXV0dvb29LFy4kNLSUhKJBMFgkFgsht/vp6qqCofDIZuxL+ruSh0nNwHq3Y/FxcVMnTqVhQsXoqoqPT09NDU1IYRg0qRJrF27lvb2dtxuN6qqUltby0033YTFYmFkZARFUQiFQiQSCfLz85k9ezbDw8O43W4aGxtZuXIlg4ODjIyMyP9lZGSQl5dHNBqlq6sLj8dDV1cXDQ0NTJs2jc7OTlkI0A2w3jp7OlwQgtP7eNOlWW89nTFjBoWFhUyZMoXLLruMvLw8Wlpa6OzspKmpiXnz5slQeO/evUSjUVwuF8FgkN27dxOLxfB4PHi9Xux2u0xHwrGqdSAQoL29nZ6eHhobG+nu7pYeyF133UUgEGD69OmyF1hVVQYGBjAajbLTR5/H2XBBJTg9AZ9KpbDb7cCxTsbPf/7zxONxDh8+TCgUoqenB7vdzr333ksymSSRSHDw4EEikQj33nuvlEx9ecDhw4fp6enB7/dz9OhRVFXlpptu0vMGMmHe0dHB+++/DyBXIH3zm9+kra2NoqIinE4nixcvlu6cvsLobLU4Ocdz8uWE6ACCQApIappWK4TIBp4DyoAO4GZN04bPdBzdTUuPhnR3R+/HnTt3LpMnT8ZqtRIIBLDb7ZjNZiZNmkQgECAjI4NkMsnhw4eJx+NceeWVRKNRent7GRsb4+DBg1RUVBAKhTCZTEybNo0JEybgcDjIzs5GURQ2btwopbuxsZFbbrmFnJwcPB4PQ0NDFBYWMjw8TFZWFt/85jfp7e1lyZIlNDQ0kJOTQ0dHB6lUSnoQx9OYn3oJwRJN02o0Tas9/vkB4C1N0yYDbx3/fFacyudNVxn5+flSD7tcLvx+P6FQiJGREXJzcwkGgwwODtLT0yMt/HvvvUdTUxNf/epXmTx5MvPmzeNb3/oWK1eu5JlnniGZTBIIBDhw4AAAK1asQFEUmpubiUQibN68mfLyco4ePYrH42F0dFQGFI8//jiKouD3+1m+fDmDg4NyLd654NOoiOuB/zi+/R/AyrPtoBuHZDL5J80lyWQSg8FAfn4+Ho+HgYEBEokEdrudN998k+zsbPr7+1FVFbfbDcB1111He3s7ubm5/P3f/z2PP/44jY2NDA8Pk5ubS1tbG4sXL2b69OkEg0EmTJjA0NAQwWCQNWvWyHUXBoOBHTt2UFZWhsFgYHR0FEVRyMnJoaWlBYPBQFFRkVx8qOvlc/EkzpVgDXhDCPGhOLZyE2CCpmm9x4nrBTyn2lEIcbcQYrcQYnc6yfq23tVus9nQNI22tjZUVSUejzMyMkJraytVVVUMDAzIlUYfffSRjMR8Pp8s3RQUFLB27Vpmz56N0WjkxhtvxGazsXr1ahRFobe3l5deeol4PE4oFELTji3F7e/vJzs7m66uLsrKyqitraWzsxOv18vOnTspLCwkNzeXZDJJQUGB9BzOZY3JuRK8QNO02cC1wH1CiEXnuB+apq3XNK02TbVI6ANUFIWCggKMRiOTJk1iz549ZGdn43a7KS0txWq1kpGRQU9PD/39/bS1tWG327n11luJx+PU1dWxa9cuMjIy+OCDDzCbzXId3A033MCaNWtobW1ldHSUzMxMtm7dSnFxMffdd5+82G+//TYTJ07E5/Px3HPP4XQ65eIXk8nE/v37CQQClJaW/klH/qcmWNO0nuPv/cALHFtp3yeEKDhOVAHQf06MHydWb+5zOp184xvfoKuri0gkQnNzMxkZGbz77ru8/fbbMrwNBoNYrVbee+896urq+P73v48Qgi9+8YsMDg5y+PBhFi5ciKIosu83GAxSXFxMLBajtbWVYDBIa2srFRUVNDc3y9u/qqqKWCzG/v372bhxI3l5eXKNxuDgIFarlbKyMoxGo1RTZyvX6zhrLkII4QAMmqYFj28vAx4CXga+Ajx6/P2lj0OwniSJxWLs3buX73znO/T19ZGfn8+RI0doaGggFovh9XoZGhqitrZWRmurV69mYGCAtrY2NO3Y4uxZs2axZcsW9u7dy29+8xscDgdms5n8/Hzmzp3L1VdfTVZWFv/2b/8m74Ts7GwSiQSRSISmpiYikQjV1dXSwFVUVNDS0sKiRYvo7OyULt7Z8g8nzPWsrT9CVHBMauHYBdmkadojQogcYAtQCnQCqzRNGzrLsWQ2zWQyScOm9wWbTCZ+/vOfE4/HaWpqIhgMAsfqctFoFCEEXV1drFmzhg8++ACHw4HL5aKwsJC2tjbeffdduru7SSQS/PSnP+Xw4cMIISgoKKCnp4fc3Fy2b9/OlClTaGtr44UXXmDevHkyNFdVlaGhIWbOnMmuXbtobW2ltLSUqVOnYjQaiUQiMi+dnrQ6rpMvjpqcXnODPxo8vVtdd+ojkQitra2UlJRgs9mIx+MyO5abm0tnZycrVqzA5/Px6quvctttt9HQ0EBT07GHrSxdupSamhp8Ph9vvfUWl19+Oe+9955s/M7Pz6eqqoo33ngDr9dLNBpl9uzZJJNJOjs7ufzyy3n++eepqKhgaGgIm82G1+uVAc7Ji17OVJMbV4KNRqOmNzTLAaStpozFYlKqS0pKiEajBAIBysvLqaioYGBggCNHjrB06VKCwSBXXnkljz76qCzvCyGw2WzcdNNN1NfXE4lE+NznPofP56O6upodO3bIRm2Hw4GiKOTl5bF161YaGxupq6ujoqKCO+64g5kzZ9Le3s7cuXPZvn27fC6EbjvScdEQbDAY5GLwU503mUzKBYPxeFyuwlywYAF9fX0yr9De3o7NZuOGG25gwYIFZGZmEgqFZHUZYMOGDaRSKa6++mq6u7vp7Oxk2rRp7NixA5fLxfTp05k6dSoTJ05k8uTJ+P1+MjMz8fv9NDQ08Nvf/lYmjYqKiujo6JBrlS9aCTYYDFr6YwDSAw29oKgoiizdx2Ix7HY7qVSKkpIS+dwGl8tFeXk5vb29PP7447S0tFBeXk59fT1CHHsaytNPPy17zTRNY2hoCJPJRFNTE/Pnz6e8vJxdu3bh9/t58MEHaWxsZN26dTLnoEeK+kJEONFvB2SwcdwlvDgI1he96DW1sbExHA4HK1as4A9/+AM+nw8hBAsWLODo0aNYrVZaW1u5+eabyczM5L333uNzn/scr776KgMDA1x99dXU1taiqiqVlZXcf//9xGIxsrKyWLZsGY2NjbS0tMji5fLly/H7/YTDYTIyMrDZbOzbt49AIEB3d7e8gGazmVQqxdDQEPn5+ZjNZlmx1snVhaSjo4NoNHpxEKw/viV9IXZNTQ2jo6M0Nzczb948tm3bhtVqJT8/H0VR6OrqoqqqSi6TveqqqxgeHubFF1/EbDaTmZlJMBjkscceo76+Hq/XSygUwmazyWS5qqrU1NTQ09NDcXEx06dPlyWf/v5+XnjhBaxWq6zvqarK5ZdfztjYGD09PRiNRqLRKG63m9zcXIQQmM1mIpEI7e3thMPhC0+w1WrVSkpKZCjs8/lkqxQg61x6vB+LxXC73bL132azUVhYiKIo8jbdvXu3bIjOy8vD7/efEMrqLQD6I2mEEDidTplhGx4exm63Y7VasdlsWCwW2Z4aCoVQVVVWTCKRiLQTiURCnmPv3r2EQqELT7AQIggcHrcTfjrkAv5z/O9ETdPyTvXDePdFHD5VTuJihBBi92cx1gtek/tzxyWCzzPGm+D143y+T4PPZKzjauT+L+KSijjPGDeCxUX8MGchRIcQYr8QYq9e2hJCZAshtgkhWo6/Z32ig6eXP87XCzACbUAFYAYagKrxOPc5jq8DyD3pu8eAB45vPwD88JMce7wk+H/jw5w/dtX8VBgvgk/1MOeicTr3ueATV83PhvGK5M7pYc4XEAs0TesRQniAbUKIQ5/VgcdLgs/pYc4XCp911Twd40WwfJizEMLMsYc5vzxO5z4jhBAOIUSGvs2xqvkB/lg1h49ZNU/HuKgITdOSQgj9Yc5GYKP2CR7mfJ4wAXjheBOMXjXfKoTYBWwRQtzJ8ar5Jzn4pUjuPONSJHeecYng84xLBJ9nXCL4POMSwecZlwg+z7hE8HnGJYLPM/4/6Mcw2YDyGcUAAAAASUVORK5CYII=\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  193.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3 193.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  175.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 175.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  41.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 41.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  510.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 510.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  57.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 57.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  440.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "6 440.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  448.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "6 448.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  215.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 215.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Image name:  378.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1440x144 with 8 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "1 378.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 72x72 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Summary\n",
+      "Total images:  156\n"
+     ]
+    }
+   ],
+   "source": [
+    "final_predict = test_batch(images[:len(images)], labels[:len(images)],True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 86,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "class test_data_loader(Dataset):\n",
+    "    def __init__(self, root):\n",
+    "        Images, Y = [], []\n",
+    "        folders = os.listdir(root)\n",
+    "        folders = folders[0:]\n",
+    "\n",
+    "        for folder in folders:\n",
+    "            folder_path = os.path.join(root, folder)\n",
+    "            print(folder_path)\n",
+    "            for ims in os.listdir(folder_path):\n",
+    "                img_path = os.path.join(folder_path, ims)\n",
+    "                rgbv = Image.open(img_path).convert('RGB')\n",
+    "                rgbv = rgbv.resize((64,64))\n",
+    "                gray = ImageOps.grayscale(rgbv)\n",
+    "                Images.append(np.asarray(gray).T)\n",
+    "                Y.append(ims)  # Folders are A-J so labels will be 0-9\n",
+    "                data = [(x, y) for x, y in zip(Images, Y)]\n",
+    "                self.data = data\n",
+    "        print(len(Images),len(Y))\n",
+    "    def __len__(self):\n",
+    "        return len(self.data)\n",
+    "    def __getitem__(self, index):\n",
+    "        img = self.data[index][0]\n",
+    "\n",
+    "    # 8 bit images. Scale between 0, 1\n",
+    "        img = img.reshape(1,64,64) / 255\n",
+    "\n",
+    "    # Input for Conv2D should be Channels x Height x Width\n",
+    "        img_tensor = transforms.ToTensor()(img).view(1, 64, 64).float()\n",
+    "        label = self.data[index][1]\n",
+    "        return (img_tensor, label)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 113,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "C:/Users/LNS/Desktop/hacker earth/dataset/test/0\n",
+      "156 156\n"
+     ]
+    }
+   ],
+   "source": [
+    "test_dataset = test_data_loader(\"C:/Users/LNS/Desktop/hacker earth/dataset/test/\")\n",
+    "test_loader = DataLoader(test_dataset, batch_size=156, shuffle=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 114,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dataiter = iter(test_loader)\n",
+    "images, labels = dataiter.next()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 115,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "156"
+      ]
+     },
+     "execution_count": 115,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(labels)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "colab": {
+   "name": "bnn.ipynb",
+   "provenance": []
+  },
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
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-- 
GitLab