metadata
license: cc-by-nc-nd-4.0
pipeline_tag: image-to-3d
tags:
- 3D
- Avatar
UP2You: Fast Reconstruction of Yourself from Unconstrained Photo Collections
UP2You is a tuning-free framework for 3D human reconstruction from unconstrained photo collections.
- Paper: UP2You: Fast Reconstruction of Yourself from Unconstrained Photo Collections
- Project Page: https://zcai0612.github.io/UP2You/
- Code: https://github.com/zcai0612/UP2You
Sample Usage
To run the inference pipeline with example images:
python inference_low_gpu.py \
--base_model_path stabilityai/stable-diffusion-2-1-base \
--segment_model_name briaai/RMBG-2.0 \
--data_dir examples \
--output_dir outputs \
Alternatively, you can use the provided shell script:
bash run.sh
examples is the folder containing your unconstrained photos, and outputs is the directory where the generated 3D reconstruction results will be saved.
Citation
If you find our work useful, please cite:
@article{cai2025up2you,
title={UP2You: Fast Reconstruction of Yourself from Unconstrained Photo Collections},
author={Cai, Zeyu and Li, Ziyang and Li, Xiaoben and Li, Boqian and Wang, Zeyu and Zhang, Zhenyu and Xiu, Yuliang},
journal={arXiv preprint arXiv:2509.24817},
year={2025}
}