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Mounted at /content/drive
%% Cell type:code id: tags:
```
!ls "/content/drive/My Drive/Colab Notebooks"
```
%% Output
age_predictor.ipynb endsem.ipynb
autoencoder exam.ipynb
cat_dog.ipynb Image_colorization.ipynb
cats-and-dogs Untitled0.ipynb
'Classification with autoencoder.ipynb'
%% Cell type:markdown id: tags:
# CNN
%% Cell type:markdown id: tags:
**CNN cats and dogs**
%% Cell type:code id: tags:
```
from keras.preprocessing.image import ImageDataGenerator
from keras.layers import Conv2D, MaxPooling2D, Activation, Dropout, Dense, Flatten
WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:3445: calling dropout (from tensorflow.python.ops.nn_ops) with keep_prob is deprecated and will be removed in a future version.
Instructions for updating:
Please use `rate` instead of `keep_prob`. Rate should be set to `rate = 1 - keep_prob`.
WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/tensorflow/python/ops/math_ops.py:3066: to_int32 (from tensorflow.python.ops.math_ops) is deprecated and will be removed in a future version.