# DMFN

**Repository Path**: zyabo/DMFN

## Basic Information

- **Project Name**: DMFN
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-02-15
- **Last Updated**: 2021-02-15

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Image Fine-grained Inpainting

## :sparkles: News
- Nov 10, 2020. **Upload the test code. (Celeba-HQ)**

- Oct 4, 2020. **Update the main manuscript and the corresponding supplementary material.**

[[arXiv]](https://arxiv.org/abs/2002.02609)
[[Supplementary material]](https://drive.google.com/file/d/133l9inmBxAoJWKgyzLsLaOCSg-Dp9bk8/view?usp=sharing)

[[AIM 2020 Challenge on Image Extreme Inpainting]](https://arxiv.org/abs/2010.01110)

## Testing

## Training

## Example Results
### ADE20K Extreme Inpainting (AIM 2020)
![ADE20K-results](figures/extreme_inpainting_task1.jpg)

### FFHQ results
![FFHQ-results](figures/FFHQ_results.png)

### CelebA-HQ results
![CelebA-HQ-results](figures/CelebA-HQ_results.png)


## Citation

If you find DMFN useful in your research, please consider citing:

```

@article{Hui-DMFN-2020,
  title={Image Fine-grained Inpainting},
  author={Hui, Zheng and Li, Jie and Wang, Xiumei and Gao, Xinbo},
  journal={arXiv:2002.02609},
  year={2020}
}

@InProceedings{ntavelis2020aim_inpainting,
author = {Evangelos Ntavelis and Andrés Romero and Bigdeli, Siavash and Radu Timofte and others},
title = {{AIM 2020} Challenge on Image Extreme Inpainting},
booktitle = {European Conference on Computer Vision Workshops},
year = {2020},
}
```