L. Mehl, J. Schmalfuss, A. Jahedi, Y. Nalivayko, A. Bruhn — University of Stuttgart
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L. Mehl, J. Schmalfuss, A. Jahedi, Y. Nalivayko, A. Bruhn — University of Stuttgart
May 1, 2022, 11:29 a.m. — Public
💡 submitted by spring team | E. Ilg, N. Mayer, T. Saikia, M. Keuper, A. Dosovitskiy, and T. Brox. "FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks." In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
Code: https://github.com/NVIDIA/flownet2-pytorch
| 1px total |
1px low-detail |
1px high-detail |
1px matched |
1px unmatched |
1px rigid |
1px non-rigid |
1px not sky |
1px sky |
1px s0-10 |
1px s10-40 |
1px s40+ |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 6.710 | 6.346 | 64.061 | 5.691 | 48.892 | 3.711 | 29.404 | 6.039 | 16.908 | 1.862 | 5.816 | 49.693 |
| EPE total |
EPE low-detail |
EPE high-detail |
EPE matched |
EPE unmatched |
EPE rigid |
EPE non-rigid |
EPE not sky |
EPE sky |
EPE s0-10 |
EPE s10-40 |
EPE s40+ |
| 1.040 | 0.982 | 10.284 | 0.788 | 11.500 | 0.718 | 3.482 | 0.841 | 4.074 | 0.232 | 0.573 | 9.068 |
| Fl total |
Fl low-detail |
Fl high-detail |
Fl matched |
Fl unmatched |
Fl rigid |
Fl non-rigid |
Fl not sky |
Fl sky |
Fl s0-10 |
Fl s10-40 |
Fl s40+ |
| 2.823 | 2.647 | 30.521 | 2.251 | 26.489 | 1.874 | 10.008 | 2.269 | 11.251 | 0.590 | 3.227 | 20.413 |
| WAUC total |
WAUC low-detail |
WAUC high-detail |
WAUC matched |
WAUC unmatched |
WAUC rigid |
WAUC non-rigid |
WAUC not sky |
WAUC sky |
WAUC s0-10 |
WAUC s10-40 |
WAUC s40+ |
| 90.907 | 91.207 | 43.610 | 91.823 | 52.972 | 93.564 | 70.798 | 91.616 | 80.132 | 95.609 | 90.290 | 53.237 |
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