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About the developer

linjx-ustc1106
161 Stars 16 Forks 24 Commits 9 Opened issues

Description

PyTorch Implementation of ECCV 2020 Spotlight "TuiGAN: Learning Versatile Image-to-Image Translation with Two Unpaired Images"

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TuiGAN-PyTorch

Official PyTorch Implementation of "TuiGAN: Learning Versatile Image-to-Image Translation with Two Unpaired Images" (ECCV 2020 Spotlight)

TuiGAN's applications

TuiGAN can be use for various computer vision tasks ranging from image style transfer to object transformation and appearance transformation:

Usage

Install dependencies

python -m pip install -r requirements.txt

Our code was tested with python 3.6 and PyToch 1.0.0 or 1.2.0

Train

To train TuiGAN model on two unpaired images, put the first training image under

datas/task_name/trainA
and the second training image under
datas/task_name/trainB
, and run
python train.py --input_name  --root 

For example,

python train.py --input_name apple --root datas/apple

Comparison Results

General Unsupervised Image-to-Image Translation

Image Style Transfer

Animal Face Translation

Painting-to-Image Translation

More Results

Art Style Transfer

Photorealistic Style Transfer

Animal Face Translation

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