Gender face swap ans style transfer Telegram Bot

Bot is allowing people to do a gender face swap on their photos, and the results are pretty hilarious or Use Style Transfer to bring real-time, Monet styles to your photo

Table of contents

• General info
• Technologies
• Features
• Examples of use
• Status
• Inspiration
• Contact

General info

This is Telegram Bot project.Bot can:

• make style transfer image to Monet
• swap gender on photo
• make style transfer from one image to another image

Technologies

• heroku
• git-lfs - version 2.13.2
• Python - version 3.7
• aiogram - version 2.9.2
• Pillow - version 7.1.2
• numpy - version 1.19.0
• pytorch.torch - version 1.5
• pytorch.torchvision - version 0.6.1

Features

List of features ready and TODOs for future development

• Bot token
• User Id
• Port

Examples of use

• 1. Swap gender on photo
• swap man face to woman:
• original
• fake

or swap woman face to man:

• original

• fake

• 2)Make style transfer image to Monet

• original

• fake

• 3)Make style transfer from one image to another image

• content_photo

• style_image

• result

Status

Bot was deployed on Heroku. Due to server limitations of 500 MB, I had to degrade the quality of the output images Project is: in progress, (finished)

Inspiration

Project inspired by:

• https://habr.com/ru/company/ods/blog/340154/
• Based on:
• https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix
• https://www.kaggle.com/cashutosh/gender-classification-dataset
• https://github.com/alresin/Style_transfer_telegram_bot

Contact

• Created by @VasiliyTekhin - gmail
• @Konstanter - telegram
• Feel free to contact me!