Bot Description

If you send some picture to the bot it classifies if there is a dog or a cat and replies you with visualization of the most important features it could find on the picture.

Bot Usage

Before starting bot you need to

• Install keras and tensorflow
• Get token from bot father and paste it in telegram bot/config.py
• Run the following commands from root directory of the project

$ cd telegram\ bot/
$ python bot.py

If you train another model you can also apecify model path to use in config.py

Model Training

To train another model download test data from kaggle comptetion, separate it on train and valid folders using code in exploration/Preprocessing.ipynb and run the model training in exploration/Convolutional.ipynb. You can see how the most important features are found in exploration/Network research.ipynb