xc-csc101 / RAFSwap

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Region-Aware Face Swapping

This repository contains the official PyTorch implementation of the paper Region-Aware Face Swapping (CVPR2022).

Installation

conda env create -f environment/psp_env.yaml

Preparing Data

Download the CelebA-HQ to the path Data and create mask annotations.

cd scripts
python mask_npy.py

Preparing pretrained model

Download pre-trained StyleGAN, IR-SE50, and StyleGAN inversion models to the path pretrained_models, which could be downloaded following the instructions of original pSp Github repository.

Train

python scripts/train.py

Inference

Download pre-trained model swap to the path checkpoints

python inference_celeba.py

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Language:Python 93.1%Language:Cuda 6.0%Language:C++ 0.9%