ComicsBot

Live Demo

Description

This is a telegram bot that will allow anyone to try algorithms for transferring style. In our case Fast Neural Style and CycleGan

Models

• Fast Neural Style

The model and its training are presented in the file FastCNN.ipynb

• CycleGAN

The model was taken from this repository

Data

The following datasets were used for training:

• COCO 2014 dataset
• Comic Books Images
• face2comics by Sxela (Alex Spirin)

Deployment

git clone https://github.com/duny-explorer/ComicsBot
cd ComicsBot
python -m pip install --user virtualenv
python -m venv bot
source bot/bin/activate
python -m pip install -r requirements.txt
python bot/main.py

If there are problems with aiogram:

pip install https://github.com/aiogram/aiogram/archive/refs/heads/dev-3.x.zip

You can also use Dockerfile

For the future

• Reatrian CycleGAN
• Write the CycleGAN yourself