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UuuNyaa edited this page Dec 1, 2022 · 2 revisions

Diffusion models for motion

There are several diffusion models for motion.

Quantitative results

Model KIT-ML HumanML3D
MDM image image
MotionDiffuse image image

Motion datasets

SMPL Skeleton

image

SMPL_JOINT_NAMES = [
    'Pelvis',   # 0
    'L_Hip',    # 1
    'R_Hip',    # 2
    'Spine1',   # 3
    'L_Knee',   # 4
    'R_Knee',   # 5
    'Spine2',   # 6
    'L_Ankle',  # 7
    'R_Ankle',  # 8
    'Spine3',   # 9
    'L_Foot',   # 10
    'R_Foot',   # 11
    'Neck',     # 12
    'L_Collar', # 13
    'R_Collar', # 14
    'Head',     # 15
    'L_Shoulder',   # 16
    'R_Shoulder',   # 17
    'L_Elbow',  # 18
    'R_Elbow',  # 19
    'L_Wrist',  # 20
    'R_Wrist',  # 21
    'L_Hand',   # 22
    'R_Hand',   # 23
]

References

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