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Demo-Maker / modules / rtmpose / configs / hand_3d_keypoint / internet / interhand3d / internet_interhand3d.yml
Collections:
- Name: InterNet
  Paper:
    Title: 'InterHand2.6M: A Dataset and Baseline for 3D Interacting Hand Pose Estimation
      from a Single RGB Image'
    URL: https://link.springer.com/content/pdf/10.1007/978-3-030-58565-5_33.pdf
  README: https://github.com/open-mmlab/mmpose/blob/master/docs/en/papers/algorithms/internet.md
Models:
- Config: configs/hand_3d_keypoint/internet/interhand3d/internet_res50_4xb16-20e_interhand3d-256x256.py
  In Collection: InterNet
  Alias: hand3d
  Metadata:
    Architecture: &id001
    - InterNet
    - ResNet
    Training Data: InterHand2.6M
  Name: internet_res50_4xb16-20e_interhand3d-256x256
  Results:
  - Dataset: InterHand2.6M (H+M)
    Metrics:
      APh: 0.99
      MPJPE-all: 11.86
      MPJPE-interacting: 13.72
      MPJPE-single: 9.69
      MRRPE: 29.27
    Task: Hand 3D Keypoint
  - Dataset: InterHand2.6M (M)
    Metrics:
      APh: 0.98
      MPJPE-all: 13.36
      MPJPE-interacting: 15.57
      MPJPE-single: 11.30
      MRRPE: 32.15
    Task: Hand 3D Keypoint
  Weights: https://download.openmmlab.com/mmpose/hand3d/internet/res50_intehand3dv1.0_all_256x256-42b7f2ac_20210702.pth