Popular GitHub Repositories for Perceptual Losses

ESRGAN (Enhanced Super-Resolution Generative Adversarial Networks, published in ECCV 2018) implemented in Tensorflow 2.0+. This is an unofficial implementation. With Colab.

Low-dose CT via Transfer Learning from a 2D Trained Network, In IEEE TMI 2018

Implementation of VAE and Style-GAN Architecture Achieving State of the Art Reconstruction

implement Deep Feature Consisten Variational Autoencoder in Tensorflow

Demos of neural image editing

This is a very simplified ipynb code for KupynOrest's Deblur GAN code. DeblurGAN addresses the challenge of end-to-end image deblurring through the use of conditional Generative Adversarial Networks (cGANs).I have used pytorch for this implementation.

The implementation code of Thesis project which entitled "Photo-to-Emoji Transformation with TraVeLGAN and Perceptual Loss" as a final project in my master study.