This is my entry to Rakathon 2019 finals, my tool makes use of Liquid Warping GANs paper for appearance & view synthesis Liquid Warping GANs
- TensorFlow
- PyTorch
- Node.js
- Deployed on AWS P2.xLarge instance & protoyping done on Google Colab
To get a deployed copy up and running follow these simple steps.
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Node.js dependencies are in the package.json
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Python requirements are mentioned in the respective folder's requirements.txt files (check the commands.txt file)
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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
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Configure the SSL certificate for your server using nginx & your DNS configuration
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Run the node.js app using,
pm2 start index.js -
Also run visdom in the background on the server using,
visdom &
- You can visit the page & try out both the tools as shown below,
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.
Sub-projects are distributed under their respective licenses. See individual LICENSES for more information.
Code written by me is MIT licensed
Akash Paul - @iAkashPaul
Project Link: https://github.com/iakashpaul/GucciGang