metadata
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.
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
Weights
| File | Component |
|---|---|
encoder_best.pt |
Encoder |
rendering_best.pt |
Renderer |
Citation
@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}
}