| --- |
| 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} |
| } |
| ``` |
|
|
