/GucciGang

Rakathon 2019 - Appearance & view synthesis

Primary LanguageJupyter Notebook


Gucci Gang

TEAM: Blitzen Name: Akash Paul Regd No:2019009

About The Project

This is my entry to Rakathon 2019 finals, my tool makes use of Liquid Warping GANs paper for appearance & view synthesis Liquid Warping GANs

Demo video

Built With

  • TensorFlow
  • PyTorch
  • Node.js
  • Deployed on AWS P2.xLarge instance & protoyping done on Google Colab

Getting Started

To get a deployed copy up and running follow these simple steps.

Prerequisites

  • Node.js dependencies are in the package.json

  • Python requirements are mentioned in the respective folder's requirements.txt files (check the commands.txt file)

Installation

  • Clone the repo & follow the steps in the commands.txt, for more help refer to the included IPYNB for running in Google Colab for free GPU provisioning

  • Configure the SSL certificate for your server using nginx & your DNS configuration

  • Run the node.js app using, pm2 start index.js

  • Also run visdom in the background on the server using, visdom &

Usage

  • You can visit the page & try out both the tools as shown below,

Demo of Dress Swapping

Demo of Multiple View Generation

Roadmap

The quality of the images can be improved by trainnig on higher quality datasets & increasing units in different layers, also to strive for acceptable performance on CPU instead of the GPU with quantization.

License

Sub-projects are distributed under their respective licenses. See individual LICENSES for more information. Code written by me is MIT licensed

Contact

Akash Paul - @iAkashPaul

Project Link: https://github.com/iakashpaul/GucciGang

Acknowledgements