SMPL/SMPLH/SMPLX optimization library for single frames and sequences
Project description
keypoints2body
keypoints2body is a Python library for optimizing SMPL-family body model parameters
from 3D joints for both single frames and motion sequences.
Install
pip install -e .
Quick usage
import numpy as np
from keypoints2body import optimize_params_frame
joints = np.zeros((22, 3), dtype=np.float32)
result = optimize_params_frame(joints, joint_layout="AMASS")
Documentation
Full documentation lives under docs/ and is intended for Sphinx.
Suggested starting points:
CLI
keypoints2body-fit-frame --help
keypoints2body-fit-seq --help
keypoints2body-eval --help
Project script:
python smpl_fit.py --help
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