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}
}