Transfer learning with Xception architecture in Keras

This repository contains Jupyter notebooks with code described in this post: https://habrahabr.ru/post/347564/

To reproduce experiment:

1. Download dataset from Kaggle
2. Place it under data/train_raw
3. Create directories
   • test/cats
   • test/dogs
   • train/cats
   • train/dogs
   • validation/cats
   • validation/dogs
4. Run data-preparation.ipynb to split dataset
5. Run transfer-learning.ipynb