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1.1.skeleton_model_zoo.md

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Skeleton Model Zoo

Model Pose Estimator Rank-1 (alphapose format) Rank-1 (COCO2017 format) Configuration Download checkpoint
GaitGraph1 AlphaPose 2.81 4.25 gaitgraph1.yaml,gaitgraph1_17.yaml alphapose format, coco2017 format
GaitGraph2 AlphaPose 62.10 70.75 gaitgraph2.yaml,gaitgraph2_17.yaml alphapose format, coco2017 format
GaitTR AlphaPose 40.31 39.78 gaittr.yaml,gaittr_17.yaml alphapose format, coco2017 format
SkeletonGait(AAAI2024) AlphaPose - 67.4 skeletongait_OUMVLP.yaml model
Model Pose Estimator Rank-1 Configuration Download checkpoint
GaitGraph1 HRNet 9.82 gaitgraph1.yaml model
GaitGraph2 HRNet 34.61 gaitgraph2.yaml model
GaitTR HRNet 48.60 gaittr.yaml model
SkeletonGait(AAAI2024) HRNet 77.4 skeletongait++_GREW.yaml model
Model Pose Estimator Rank-1 Configuration Download checkpoint
GaitGraph1 HRNet 9.00 gaitgraph1.yaml model
GaitGraph2 HRNet 11.00 gaitgraph2.yaml model
GaitTR HRNet 7.20 gaittr.yaml model
SkeletonGait(AAAI2024) HRNet 38.1 skeletongait_Gait3D.yaml model

Note:

  • We greatly appreciate the contributions of the author mentioned above.
  • We are very grateful for the contribution of the fastpositait team.