mirror of https://github.com/open-mmlab/mmpose
46 lines
1.5 KiB
YAML
46 lines
1.5 KiB
YAML
Collections:
|
|
- Name: MotionBERT
|
|
Paper:
|
|
Title: "Learning Human Motion Representations: A Unified Perspective"
|
|
URL: https://arxiv.org/abs/2210.06551
|
|
README: https://github.com/open-mmlab/mmpose/blob/main/docs/en/papers/algorithms/motionbert.md
|
|
Models:
|
|
- Config: configs/body_3d_keypoint/motionbert/h36m/motionbert_dstformer-243frm_8xb32-240e_h36m.py
|
|
In Collection: MotionBERT
|
|
Metadata:
|
|
Architecture: &id001
|
|
- MotionBERT
|
|
Training Data: Human3.6M (MotionBERT)
|
|
Name: motionbert_dstformer-243frm_8xb32-240e_h36m
|
|
Results:
|
|
- Dataset: Human3.6M
|
|
Metrics:
|
|
MPJPE: 34.5
|
|
P-MPJPE: 27.1
|
|
Task: Body 3D Keypoint
|
|
- Dataset: Human3.6M (MotionBERT)
|
|
Metrics:
|
|
MPJPE: 39.8
|
|
P-MPJPE: 33.4
|
|
Task: Body 3D Keypoint
|
|
Weights: https://download.openmmlab.com/mmpose/v1/body_3d_keypoint/pose_lift/h36m/motionbert_h36m-f554954f_20230531.pth
|
|
- Config: configs/body_3d_keypoint/motionbert/h36m/motionbert_dstformer-ft-243frm_8xb32-120e_h36m.py
|
|
In Collection: MotionBERT
|
|
Alias: human3d
|
|
Metadata:
|
|
Architecture: *id001
|
|
Training Data: Human3.6M (MotionBERT)
|
|
Name: motionbert_dstformer-ft-243frm_8xb32-120e_h36m
|
|
Results:
|
|
- Dataset: Human3.6M
|
|
Metrics:
|
|
MPJPE: 26.9
|
|
P-MPJPE: 21.0
|
|
Task: Body 3D Keypoint
|
|
- Dataset: Human3.6M (MotionBERT)
|
|
Metrics:
|
|
MPJPE: 37.7
|
|
P-MPJPE: 32.2
|
|
Task: Body 3D Keypoint
|
|
Weights: https://download.openmmlab.com/mmpose/v1/body_3d_keypoint/pose_lift/h36m/motionbert_ft_h36m-d80af323_20230531.pth
|