ADSPM: Attribute-Driven Spontaneous Motion in Unpaired Image Translation

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Deep LearningADSPM
Overview

ADSPM: Attribute-Driven Spontaneous Motion in Unpaired Image Translation

This repository provides a PyTorch implementation of ADSPM.


Requirements

  • Python 3.6
  • PyTorch 0.4.1+

Usage

  • Download pretrained model.

We provide 'Smiling' model in 256x256 and 512x512 resolution. [Download]

  • Testing with pretrained model with sample images:
python test_samples.py --ckpt PRETRAINED_MODEL_PATH  # 256x256 resolution model

python test_samples512.py --ckpt PRETRAINED_MODEL_PATH  # 512x512 resolution model

Then the generated images will be saved in output directory.

Citation

If you use this code for your research, please cite our paper.

@inproceedings{wu2019attribute,
  title={Attribute-Driven Spontaneous Motion in Unpaired Image Translation},
  author={Wu, Ruizheng and Tao, Xin and Gu, Xiaodong and Shen, Xiaoyong and Jia, Jiaya},
  booktitle={Proceedings of the IEEE International Conference on Computer Vision (ICCV)},
  year={2019}
}
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