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

Collections:
- Name: MSPN
  Paper:
    Title: Rethinking on Multi-Stage Networks for Human Pose Estimation
    URL: https://arxiv.org/abs/1901.00148
  README: https://github.com/open-mmlab/mmpose/blob/main/docs/src/papers/backbones/mspn.md
Models:
- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_mspn50_8xb32-210e_coco-256x192.py
  In Collection: MSPN
  Metadata:
    Architecture: &id001
    - MSPN
    Training Data: COCO
  Name: td-hm_mspn50_8xb32-210e_coco-256x192
  Results:
  - Dataset: COCO
    Metrics:
      AP: 0.723
      AP@0.5: 0.895
      AP@0.75: 0.794
      AR: 0.788
      AR@0.5: 0.934
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/top_down/mspn/mspn50_coco_256x192-8fbfb5d0_20201123.pth
- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_2xmspn50_8xb32-210e_coco-256x192.py
  In Collection: MSPN
  Metadata:
    Architecture: *id001
    Training Data: COCO
  Name: td-hm_2xmspn50_8xb32-210e_coco-256x192
  Results:
  - Dataset: COCO
    Metrics:
      AP: 0.754
      AP@0.5: 0.903
      AP@0.75: 0.826
      AR: 0.816
      AR@0.5: 0.942
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/top_down/mspn/2xmspn50_coco_256x192-c8765a5c_20201123.pth
- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_3xmspn50_8xb32-210e_coco-256x192.py
  In Collection: MSPN
  Metadata:
    Architecture: *id001
    Training Data: COCO
  Name: td-hm_3xmspn50_8xb32-210e_coco-256x192
  Results:
  - Dataset: COCO
    Metrics:
      AP: 0.758
      AP@0.5: 0.904
      AP@0.75: 0.83
      AR: 0.821
      AR@0.5: 0.943
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/top_down/mspn/3xmspn50_coco_256x192-e348f18e_20201123.pth
- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_4xmspn50_8xb32-210e_coco-256x192.py
  In Collection: MSPN
  Metadata:
    Architecture: *id001
    Training Data: COCO
  Name: td-hm_4xmspn50_8xb32-210e_coco-256x192
  Results:
  - Dataset: COCO
    Metrics:
      AP: 0.765
      AP@0.5: 0.906
      AP@0.75: 0.835
      AR: 0.826
      AR@0.5: 0.943
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/top_down/mspn/4xmspn50_coco_256x192-7b837afb_20201123.pth