mmpose/configs/body_2d_keypoint/topdown_heatmap/crowdpose/resnet_crowdpose.yml

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2.2 KiB
YAML

Models:
- Config: configs/body_2d_keypoint/topdown_heatmap/crowdpose/td-hm_res50_8xb64-210e_crowdpose-256x192.py
In Collection: SimpleBaseline2D
Metadata:
Architecture: &id001
- SimpleBaseline2D
- ResNet
Training Data: CrowdPose
Name: td-hm_res50_8xb64-210e_crowdpose-256x192
Results:
- Dataset: CrowdPose
Metrics:
AP: 0.637
AP (E): 0.738
AP (H): 0.506
AP (M): 0.65
AP@0.5: 0.808
AP@0.75: 0.692
Task: Body 2D Keypoint
Weights: https://download.openmmlab.com/mmpose/top_down/resnet/res50_crowdpose_256x192-c6a526b6_20201227.pth
- Config: configs/body_2d_keypoint/topdown_heatmap/crowdpose/td-hm_res101_8xb64-210e_crowdpose-256x192.py
In Collection: SimpleBaseline2D
Metadata:
Architecture: *id001
Training Data: CrowdPose
Name: td-hm_res101_8xb64-210e_crowdpose-256x192
Results:
- Dataset: CrowdPose
Metrics:
AP: 0.647
AP (E): 0.745
AP (H): 0.521
AP (M): 0.658
AP@0.5: 0.81
AP@0.75: 0.703
Task: Body 2D Keypoint
Weights: https://download.openmmlab.com/mmpose/top_down/resnet/res101_crowdpose_256x192-8f5870f4_20201227.pth
- Config: configs/body_2d_keypoint/topdown_heatmap/crowdpose/td-hm_res101_8xb64-210e_crowdpose-320x256.py
In Collection: SimpleBaseline2D
Metadata:
Architecture: *id001
Training Data: CrowdPose
Name: td-hm_res101_8xb64-210e_crowdpose-320x256
Results:
- Dataset: CrowdPose
Metrics:
AP: 0.661
AP (E): 0.759
AP (H): 0.534
AP (M): 0.672
AP@0.5: 0.821
AP@0.75: 0.714
Task: Body 2D Keypoint
Weights: https://download.openmmlab.com/mmpose/top_down/resnet/res101_crowdpose_320x256-c88c512a_20201227.pth
- Config: configs/body_2d_keypoint/topdown_heatmap/crowdpose/td-hm_res152_8xb64-210e_crowdpose-256x192.py
In Collection: SimpleBaseline2D
Metadata:
Architecture: *id001
Training Data: CrowdPose
Name: td-hm_res152_8xb64-210e_crowdpose-256x192
Results:
- Dataset: CrowdPose
Metrics:
AP: 0.656
AP (E): 0.754
AP (H): 0.533
AP (M): 0.666
AP@0.5: 0.818
AP@0.75: 0.712
Task: Body 2D Keypoint
Weights: https://download.openmmlab.com/mmpose/top_down/resnet/res152_crowdpose_256x192-dbd49aba_20201227.pth