Collections:
- Name: SimCC
Paper:
Title: A Simple Coordinate Classification Perspective for Human Pose Estimation
URL: https://arxiv.org/abs/2107.03332
README: https://github.com/open-mmlab/mmpose/blob/main/docs/src/papers/algorithms/simcc.md
Models:
- Config: configs/body_2d_keypoint/simcc/coco/simcc_res50_8xb64-210e_coco-256x192.py
In Collection: SimCC
Metadata:
Architecture: &id001
- SimCC
- ResNet
Training Data: COCO
Name: simcc_res50_8xb64-210e_coco-256x192
Results:
- Dataset: COCO
Metrics:
AP: 0.721
AP@0.5: 0.900
AP@0.75: 0.798
AR: 0.781
AR@0.5: 0.937
Task: Body 2D Keypoint
Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/simcc/coco/simcc_res50_8xb64-210e_coco-256x192-8e0f5b59_20220919.pth
- Config: configs/body_2d_keypoint/simcc/coco/simcc_res50_8xb32-140e_coco-384x288.py
In Collection: SimCC
Metadata:
Architecture: *id001
Training Data: COCO
Name: simcc_res50_8xb32-140e_coco-384x288
Results:
- Dataset: COCO
Metrics:
AP: 0.735
AP@0.5: 0.899
AP@0.75: 0.800
AR: 0.790
AR@0.5: 0.939
Task: Body 2D Keypoint
Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/simcc/coco/simcc_res50_8xb32-140e_coco-384x288-45c3ba34_20220913.pth