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BioFacenet-Pytorch-Implementation

This repo contains two implementations for the BioFacenet Paper, one involves the augmented CelebA dataset and the other uses the original CelebA dataset.

Resources Referred:

  1. BioFaceNet paper link: https://arxiv.org/abs/1908.10578
  2. BioFacenNet MATLAB code for conversion of the processing pipeline into PyTorch : https://github.com/ssma502/BioFaces
  3. Neural Face Editing with Intrinsic Image Disentangling : https://arxiv.org/abs/1704.04131
  4. Original CelebA dataset : https://drive.google.com/drive/folders/0B7EVK8r0v71pTUZsaXdaSnZBZzg?resourcekey=0-rJlzl934LzC-Xp28GeIBzQ
  5. Augmented CelebA dataset : https://github.com/zhixinshu/NeuralFaceEditing

Project Report avaialble at link: https://docs.google.com/document/d/15xiUsDdZbRoKWCpT4HHnocbVxNeQoJ6u4RydMSfRZUE/edit?usp=sharing