/Structure_Guided_Diffusion_Model

A Structure-guided Diffusion Model for Large-hole Image Completion

Primary LanguageJavaScript

SGDM (BMVC2023)

    Overview The official PyTorch implementation for the following paper:

A Structure-Guided Diffusion Model for Large-Hole Image Completion,
Daichi Horita, Jiaolong Yang, Dong Chen, Yuki Koyama, Kiyoharu Aizawa, Nicu Sebe
BMVC 2023

TODO

  • Add project page
  • Add pretrained models
  • Add training code
  • Add evaluation code
  • Add dataset split

Training and testing dataset split

Please see data_splits/ directory.

Citation

If you find our work useful for your research, please consider citing our paper:

@inproceedings{horita2023structureguided
  title={A Structure-Guided Diffusion Model for Large-Hole Image Completion}, 
  author={Daichi Horita and Jiaolong Yang and Dong Chen and Yuki Koyama and Kiyoharu Aizawa and Nicu Sebe},
  year={2023},
  booktitle   = {BMVC},
  year      = {2023},
}