3DFP_FCGAN

Implementation of paper "3DFP-FCGAN : Face Completion Generative Adversarial Network with 3D Facial Prior" [2021JVCIR].

Configuration Environment

python 3.7.0 + tensorflow 1.13.0 + neuralgym 0.0.1

Preparation

1. Dataset

For CelebA: download the cropped face images. For CelebA HQ: dowmload the face images and then run cropped_image.py to generate cropped face images.

2. pretrained model

Download the pretrained model from https://pan.baidu.com/s/1Ib1KQdcNLg9u1hUX1_e9CA [Passeword: vlcv]

For evaluation

Run test.py.

Acknowledgement

Thanks to previous open-sourced repo:

Generative image inpainting