This is an implementation of Image2StyleGAN embedding algorithm and various experiments using StyleGAN2-ADA as backbone.
This project is a part of my internship at King Adbullah University of Science and Technology(KAUST) under the supervision of Professor Peter Wonka
Model details and custom CUDA kernel codes are from official repostiories: https://github.com/NVlabs/stylegan2
Codes for Learned Perceptual Image Patch Similarity, LPIPS came from https://github.com/richzhang/PerceptualSimilarity
The code for the backbone architecture based on StyleGAN2 was taken from https://github.com/rosinality/stylegan2-pytorch
The pre-trained weights file used for all experiments can be found here: Google Drive If you need any additional information, please feel free to contact me.
Stay tuned for some more results on various experimental results.