mirror of https://github.com/open-mmlab/mmpose
36 lines
1.1 KiB
YAML
36 lines
1.1 KiB
YAML
Collections:
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- Name: InterNet
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Paper:
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Title: 'InterHand2.6M: A Dataset and Baseline for 3D Interacting Hand Pose Estimation
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from a Single RGB Image'
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URL: https://link.springer.com/content/pdf/10.1007/978-3-030-58565-5_33.pdf
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README: https://github.com/open-mmlab/mmpose/blob/master/docs/en/papers/algorithms/internet.md
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Models:
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- Config: configs/hand_3d_keypoint/internet/interhand3d/internet_res50_4xb16-20e_interhand3d-256x256.py
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In Collection: InterNet
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Alias: hand3d
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Metadata:
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Architecture: &id001
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- InterNet
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- ResNet
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Training Data: InterHand2.6M
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Name: internet_res50_4xb16-20e_interhand3d-256x256
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Results:
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- Dataset: InterHand2.6M (H+M)
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Metrics:
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APh: 0.99
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MPJPE-all: 11.86
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MPJPE-interacting: 13.72
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MPJPE-single: 9.69
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MRRPE: 29.27
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Task: Hand 3D Keypoint
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- Dataset: InterHand2.6M (M)
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Metrics:
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APh: 0.98
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MPJPE-all: 13.36
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MPJPE-interacting: 15.57
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MPJPE-single: 11.30
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MRRPE: 32.15
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Task: Hand 3D Keypoint
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Weights: https://download.openmmlab.com/mmpose/hand3d/internet/res50_intehand3dv1.0_all_256x256-42b7f2ac_20210702.pth
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