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license: mit
tags:
- kornia
- deblurring
- motion-estimation
---
# kornia/defmo
Pretrained weights for **DeFMO** (Deblurring and Shape Recovery of Fast Moving Objects),
used by [`kornia.feature.DeFMO`](https://kornia.readthedocs.io/en/latest/feature.html).
DeFMO is an encoder–renderer network that takes a blurred image and background frame
as input and predicts the sharp object appearance and trajectory over time. CVPR 2021.
Weights redistributed with permission from Denys Rozumnyi.
**Original repo:** [rozumden/DeFMO](https://github.com/rozumden/DeFMO)
## Weights
| File | Component |
|------|-----------|
| `encoder_best.pt` | Encoder |
| `rendering_best.pt` | Renderer |
## Citation
```bibtex
@inproceedings{DeFMO2021,
title = {{DeFMO}: Deblurring and Shape Recovery of Fast Moving Objects},
author = {Rozumnyi, Denys and Oswald, Martin R. and Ferrari, Vittorio
and Matas, Jiri and Pollefeys, Marc},
booktitle = {CVPR},
year = {2021}
}
```
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