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GCM-Net: Towards Effective Global Context Modeling for Image Inpainting (ACM MM2021)

Official Pytorch implementation of GCM-Net: Towards Effective Global Context Modeling for Image Inpainting.

Environment:

  1. Python 3.6
  2. Pytorch 1.3.0
  3. torchvision 0.4.1
  4. cuda 11.4

Train:

python main.py --bs batch_size --img_flist image_path --mask_flist mask_path

Test:

python eval.py --bs batch_size --model checkpoint --img_flist image_path --mask_flist mask_path --save

Bibtex:

@inproceedings{zheng2021gcm,
  title={GCM-Net: Towards Effective Global Context Modeling for Image Inpainting},
  author={Zheng, Huan and Zhang, Zhao and Wang, Yang and Zhang, Zheng and Xu, Mingliang and Yang, Yi and Wang, Meng},
  booktitle={Proceedings of the 29th ACM International Conference on Multimedia},
  pages={2586--2594},
  year={2021}
}

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