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