--- a +++ b/configs/skeleton/stgcn/metafile.yml @@ -0,0 +1,112 @@ +Collections: +- Name: STGCN + README: configs/skeleton/stgcn/README.md +Models: +- Config: configs/skeleton/stgcn/stgcn_80e_ntu60_xsub_keypoint.py + In Collection: STGCN + Metadata: + Architecture: STGCN + Batch Size: 16 + Epochs: 80 + Parameters: 3088704 + Training Data: NTU60-XSub + Training Resources: 2 GPUs + Name: stgcn_80e_ntu60_xsub_keypoint + Results: + Dataset: NTU60-XSub + Metrics: + Top 1 Accuracy: 86.91 + Task: Skeleton-based Action Recognition + Training Json Log: https://download.openmmlab.com/mmaction/skeleton/stgcn/stgcn_80e_ntu60_xsub_keypoint/stgcn_80e_ntu60_xsub_keypoint.json + Training Log: https://download.openmmlab.com/mmaction/skeleton/stgcn/stgcn_80e_ntu60_xsub_keypoint/stgcn_80e_ntu60_xsub_keypoint.log + Weights: https://download.openmmlab.com/mmaction/skeleton/stgcn/stgcn_80e_ntu60_xsub_keypoint/stgcn_80e_ntu60_xsub_keypoint-e7bb9653.pth +- Config: configs/skeleton/stgcn/stgcn_80e_ntu60_xsub_keypoint_3d.py + In Collection: STGCN + Metadata: + Architecture: STGCN + Batch Size: 32 + Epochs: 80 + Parameters: 3088704 + Training Data: NTU60-XSub + Training Resources: 1 GPU + Name: stgcn_80e_ntu60_xsub_keypoint_3d + Results: + Dataset: NTU60-XSub + Metrics: + Top 1 Accuracy: 84.61 + Task: Skeleton-based Action Recognition + Training Json Log: https://download.openmmlab.com/mmaction/skeleton/stgcn/stgcn_80e_ntu60_xsub_keypoint_3d/stgcn_80e_ntu60_xsub_keypoint_3d.json + Training Log: https://download.openmmlab.com/mmaction/skeleton/stgcn/stgcn_80e_ntu60_xsub_keypoint_3d/stgcn_80e_ntu60_xsub_keypoint_3d.log + Weights: https://download.openmmlab.com/mmaction/skeleton/stgcn/stgcn_80e_ntu60_xsub_keypoint_3d/stgcn_80e_ntu60_xsub_keypoint_3d-13e7ccf0.pth +- Config: configs/skeleton/stgcn/stgcn_80e_babel60.py + In Collection: STGCN + Metadata: + Architecture: STGCN + Batch Size: 128 + Epochs: 80 + Parameters: 3088704 + Training Data: BABEL60 + Training Resources: 8 GPU + Name: stgcn_80e_babel60 + Results: + Dataset: BABEL60 + Metrics: + Top 1 Accuracy: 42.39 + Mean Top 1 Accuracy: 28.28 + Task: Skeleton-based Action Recognition + Training Log: https://download.openmmlab.com/mmaction/skeleton/stgcn/stgcn_80e_babel60/stgcn_80e_babel60.log + Weights: https://download.openmmlab.com/mmaction/skeleton/stgcn/stgcn_80e_babel60/stgcn_80e_babel60-3d206418.pth +- Config: configs/skeleton/stgcn/stgcn_80e_babel60_wfl.py + In Collection: STGCN + Metadata: + Architecture: STGCN + Batch Size: 128 + Epochs: 80 + Parameters: 3088704 + Training Data: BABEL60 + Training Resources: 8 GPU + Name: stgcn_80e_babel60_wfl + Results: + Dataset: BABEL60 + Metrics: + Top 1 Accuracy: 40.31 + Mean Top 1 Accuracy: 29.79 + Task: Skeleton-based Action Recognition + Training Log: https://download.openmmlab.com/mmaction/skeleton/stgcn/stgcn_80e_babel60_wfl/stgcn_80e_babel60_wfl.log + Weights: https://download.openmmlab.com/mmaction/skeleton/stgcn/stgcn_80e_babel60_wfl/stgcn_80e_babel60_wfl-1a9102d7.pth +- Config: configs/skeleton/stgcn/stgcn_80e_babel120.py + In Collection: STGCN + Metadata: + Architecture: STGCN + Batch Size: 128 + Epochs: 80 + Parameters: 3104320 + Training Data: BABEL120 + Training Resources: 8 GPU + Name: stgcn_80e_babel120 + Results: + Dataset: BABEL120 + Metrics: + Top 1 Accuracy: 38.95 + Mean Top 1 Accuracy: 20.58 + Task: Skeleton-based Action Recognition + Training Log: https://download.openmmlab.com/mmaction/skeleton/stgcn/stgcn_80e_babel120/stgcn_80e_babel120.log + Weights: https://download.openmmlab.com/mmaction/skeleton/stgcn/stgcn_80e_babel120/stgcn_80e_babel120-e41eb6d7.pth +- Config: configs/skeleton/stgcn/stgcn_80e_babel120_wfl.py + In Collection: STGCN + Metadata: + Architecture: STGCN + Batch Size: 128 + Epochs: 80 + Parameters: 3104320 + Training Data: BABEL120 + Training Resources: 8 GPU + Name: stgcn_80e_babel120_wfl + Results: + Dataset: BABEL120 + Metrics: + Top 1 Accuracy: 33.00 + Mean Top 1 Accuracy: 24.33 + Task: Skeleton-based Action Recognition + Training Log: https://download.openmmlab.com/mmaction/skeleton/stgcn/stgcn_80e_babel120_wfl/stgcn_80e_babel120_wfl.log + Weights: https://download.openmmlab.com/mmaction/skeleton/stgcn/stgcn_80e_babel120_wfl/stgcn_80e_babel120_wfl-3f2c100d.pth