Minimal Body
A very simple baseline to estimate 2D & 3D SMPL-compatible keypoints from a single color image.
The model file is only 51.2 MB and runs at 70fps on a 2080Ti.
Usage
- Download the pre-trained model here into
model/. - Install the dependencies.
- Run
python example.py.
The input image should already be cropped to a 4:3 portrait with the subject in the center.
Misc
We will not release the training code.
The model is trained using the following datasets jointly:
Please also check the license of the listed datasets.
If you find it helpful, please consider citing our related paper:
@InProceedings{Zhou_2021_CVPR,
author = {Zhou, Yuxiao and Habermann, Marc and Habibie, Ikhsanul and Tewari, Ayush and Theobalt, Christian and Xu, Feng},
title = {Monocular Real-Time Full Body Capture With Inter-Part Correlations},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2021},
pages = {4811-4822}
}