mirror of https://github.com/open-mmlab/mmpose
42 lines
1.3 KiB
YAML
42 lines
1.3 KiB
YAML
Collections:
|
|
- Name: DEKR
|
|
Paper:
|
|
Title: Bottom-up human pose estimation via disentangled keypoint regression
|
|
URL: https://arxiv.org/abs/2104.02300
|
|
README: https://github.com/open-mmlab/mmpose/blob/main/docs/src/papers/algorithms/dekr.md
|
|
Models:
|
|
- Config: configs/body_2d_keypoint/dekr/coco/dekr_hrnet-w32_8xb10-140e_coco-512x512.py
|
|
In Collection: DEKR
|
|
Metadata:
|
|
Architecture: &id001
|
|
- DEKR
|
|
- HRNet
|
|
Training Data: COCO
|
|
Name: dekr_hrnet-w32_8xb10-140e_coco-512x512
|
|
Results:
|
|
- Dataset: COCO
|
|
Metrics:
|
|
AP: 0.686
|
|
AP@0.5: 0.868
|
|
AP@0.75: 0.750
|
|
AR: 0.735
|
|
AR@0.5: 0.898
|
|
Task: Body 2D Keypoint
|
|
Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/dekr/coco/dekr_hrnet-w32_8xb10-140e_coco-512x512_ac7c17bf-20221228.pth
|
|
- Config: configs/body_2d_keypoint/dekr/coco/dekr_hrnet-w48_8xb10-140e_coco-640x640.py
|
|
In Collection: DEKR
|
|
Metadata:
|
|
Architecture: *id001
|
|
Training Data: COCO
|
|
Name: dekr_hrnet-w48_8xb10-140e_coco-640x640
|
|
Results:
|
|
- Dataset: COCO
|
|
Metrics:
|
|
AP: 0.714
|
|
AP@0.5: 0.883
|
|
AP@0.75: 0.777
|
|
AR: 0.762
|
|
AR@0.5: 0.915
|
|
Task: Body 2D Keypoint
|
|
Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/dekr/coco/dekr_hrnet-w48_8xb10-140e_coco-640x640_74796c32-20230124.pth
|