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metafile.yml
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Collections:
- Name: FlowNet
Metadata:
Training Data:
- FlyingChairs
- FlyingThings3D subset
- Sintel
Paper:
URL: https://openaccess.thecvf.com/content_iccv_2015/papers/Dosovitskiy_FlowNet_Learning_Optical_ICCV_2015_paper.pdf
Title: 'FlowNet: Learning Optical Flow with Convolutional Networks'
README: configs/flownet/README.md
Models:
- Name: flownetc_8x1_slong_flyingchairs_384x448
In Collection: FlowNet
Config: configs/flownet/flownetc_8x1_slong_flyingchairs_384x448.py
Metadata:
Training Data: FlyingChairs
Results:
- Task: Optical flow estimation
Dataset: FlyingChairs
Metrics:
EPE: 1.78
- Task: Optical flow estimation
Dataset: Sintel clean
Metrics:
EPE: 3.60
- Task: Optical flow estimation
Dataset: Sintel final
Metrics:
EPE: 4.93
- Task: Optical flow estimation
Dataset: KITTI2012
Metrics:
EPE: 7.95
Weights: https://download.openmmlab.com/mmflow/flownet/flownetc_8x1_slong_flyingchairs_384x448.pth
- Name: flownetc_8x1_sfine_flyingthings3d_subset_384x768
In Collection: FlowNet
Config: configs/flownet/flownetc_8x1_sfine_flyingthings3d_subset_384x768.py
Metadata:
Training Data: FlyingThings3D subset
Results:
- Task: Optical flow estimation
Dataset: FlyingChairs
Metrics:
EPE: 2.57
- Task: Optical flow estimation
Dataset: Sintel clean
Metrics:
EPE: 2.74
- Task: Optical flow estimation
Dataset: Sintel final
Metrics:
EPE: 4.52
- Task: Optical flow estimation
Dataset: KITTI2012
Metrics:
EPE: 5.42
Weights: https://download.openmmlab.com/mmflow/flownet/flownetc_8x1_sfine_flyingthings3d_subset_384x768.pth
- Name: flownetc_8x1_sfine_sintel_384x448
In Collection: FlowNet
Config: configs/flownet/flownetc_8x1_sfine_sintel_384x448.py
Metadata:
Training Data: Sintel
Results:
- Task: Optical flow estimation
Dataset: FlyingChairs
Metrics:
EPE: 2.80
- Task: Optical flow estimation
Dataset: Sintel clean
Metrics:
EPE: 1.73
- Task: Optical flow estimation
Dataset: Sintel final
Metrics:
EPE: 2.09
- Task: Optical flow estimation
Dataset: KITTI2012
Metrics:
EPE: 4.78
Weights: https://download.openmmlab.com/mmflow/flownet/flownetc_8x1_sfine_sintel_384x448.pth
- Name: flownets_8x1_slong_flyingchairs_384x448
In Collection: FlowNet
Config: configs/flownet/flownets_8x1_slong_flyingchairs_384x448.py
Metadata:
Training Data: FlyingChairs
Results:
- Task: Optical flow estimation
Dataset: FlyingChairs
Metrics:
EPE: 2.03
- Task: Optical flow estimation
Dataset: Sintel clean
Metrics:
EPE: 4.25
- Task: Optical flow estimation
Dataset: Sintel final
Metrics:
EPE: 5.64
- Task: Optical flow estimation
Dataset: KITTI2012
Metrics:
EPE: 8.81
Weights: https://download.openmmlab.com/mmflow/flownet/flownets_8x1_slong_flyingchairs_384x448.pth
- Name: flownets_8x1_sfine_sintel_384x448
In Collection: FlowNet
Config: configs/flownet/flownets_8x1_sfine_sintel_384x448.py
Metadata:
Training Data: Sintel
Results:
- Task: Optical flow estimation
Dataset: FlyingChairs
Metrics:
EPE: 3.06
- Task: Optical flow estimation
Dataset: Sintel clean
Metrics:
EPE: 1.93
- Task: Optical flow estimation
Dataset: Sintel final
Metrics:
EPE: 2.12
- Task: Optical flow estimation
Dataset: KITTI2012
Metrics:
EPE: 6.83
Weights: https://download.openmmlab.com/mmflow/flownet/flownets_8x1_sfine_sintel_384x448.pth