mmpose/configs/body_2d_keypoint/topdown_heatmap/coco/rsn_coco.yml

Collections:
- Name: RSN
  Paper:
    Title: Learning Delicate Local Representations for Multi-Person Pose Estimation
    URL: https://link.springer.com/chapter/10.1007/978-3-030-58580-8_27
  README: https://github.com/open-mmlab/mmpose/blob/main/docs/src/papers/backbones/rsn.md
Models:
- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_rsn18_8xb32-210e_coco-256x192.py
  In Collection: RSN
  Metadata:
    Architecture: &id001
    - RSN
    Training Data: COCO
  Name: td-hm_rsn18_8xb32-210e_coco-256x192
  Results:
  - Dataset: COCO
    Metrics:
      AP: 0.704
      AP@0.5: 0.887
      AP@0.75: 0.781
      AR: 0.773
      AR@0.5: 0.927
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/topdown_heatmap/coco/td-hm_rsn18_8xb32-210e_coco-256x192-9049ed09_20221013.pth
- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_rsn50_8xb32-210e_coco-256x192.py
  In Collection: RSN
  Metadata:
    Architecture: *id001
    Training Data: COCO
  Name: td-hm_rsn50_8xb32-210e_coco-256x192
  Results:
  - Dataset: COCO
    Metrics:
      AP: 0.724
      AP@0.5: 0.894
      AP@0.75: 0.799
      AR: 0.79
      AR@0.5: 0.935
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/topdown_heatmap/coco/td-hm_rsn50_8xb32-210e_coco-256x192-c35901d5_20221013.pth
- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_2xrsn50_8xb32-210e_coco-256x192.py
  In Collection: RSN
  Metadata:
    Architecture: *id001
    Training Data: COCO
  Name: td-hm_2xrsn50_8xb32-210e_coco-256x192
  Results:
  - Dataset: COCO
    Metrics:
      AP: 0.748
      AP@0.5: 0.9
      AP@0.75: 0.821
      AR: 0.81
      AR@0.5: 0.939
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/topdown_heatmap/coco/td-hm_2xrsn50_8xb32-210e_coco-256x192-9ede341e_20221013.pth
- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_3xrsn50_8xb32-210e_coco-256x192.py
  In Collection: RSN
  Metadata:
    Architecture: *id001
    Training Data: COCO
  Name: td-hm_3xrsn50_8xb32-210e_coco-256x192
  Results:
  - Dataset: COCO
    Metrics:
      AP: 0.75
      AP@0.5: 0.9
      AP@0.75: 0.824
      AR: 0.814
      AR@0.5: 0.941
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/topdown_heatmap/coco/td-hm_3xrsn50_8xb32-210e_coco-256x192-c3e3c4fe_20221013.pth