44 lines
1.3 KiB
Python
44 lines
1.3 KiB
Python
'''
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@ Date: 2021-04-13 20:12:58
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@ Author: Qing Shuai
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@ LastEditors: Qing Shuai
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@ LastEditTime: 2021-04-13 22:51:39
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@ FilePath: /EasyMocapRelease/easymocap/pipeline/weight.py
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'''
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def load_weight_shape(opts):
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weight = {'s3d': 1., 'reg_shapes': 5e-3}
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for key in opts.keys():
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if key in weight.keys():
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weight[key] = opts[key]
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return weight
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def load_weight_pose(model, opts):
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if model == 'smpl':
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weight = {
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'k3d': 1., 'reg_poses_zero': 1e-2, 'smooth_body': 5e-1,
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'smooth_poses': 1e-1, 'reg_poses': 1e-3,
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'k2d': 1e-4
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}
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elif model == 'smplh':
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weight = {
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'k3d': 1., 'k3d_hand': 5.,
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'reg_poses_zero': 1e-2,
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'smooth_body': 5e-1, 'smooth_poses': 1e-1, 'smooth_hand': 1e-3,
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'reg_hand': 1e-4,
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'k2d': 1e-4
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}
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elif model == 'smplx':
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weight = {
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'k3d': 1., 'k3d_hand': 5., 'k3d_face': 2.,
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'reg_poses_zero': 1e-2,
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'smooth_body': 5e-1, 'smooth_poses': 1e-1, 'smooth_hand': 1e-3,
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'reg_hand': 1e-4, 'reg_expr': 1e-2, 'reg_head': 1e-2,
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'k2d': 1e-4
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}
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else:
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raise NotImplementedError
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for key in opts.keys():
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if key in weight.keys():
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weight[key] = opts[key]
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return weight
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