fingerx / CRM

CRM: Single Image to 3D Textured Mesh with Convolutional Reconstruction Model

Convolutional Reconstruction Model

Official implementation for CRM: Single Image to 3D Textured Mesh with Convolutional Reconstruction Model.

Project Page | Arxiv | HF-Demo | Weights

demo.mp4

Try CRM 🍻

• Try CRM at Huggingface Demo.
• Try CRM at Replicate Demo. Thanks @camenduru!

Install

Required packages are listed in requirements.txt.

Inference

We suggest gradio for a visualized inference.

gradio app.py

Acknowledgement

• ImageDream
• nvdiffrast
• kiuikit
• GET3D

Citation

@article{wang2024crm,
  title={CRM: Single Image to 3D Textured Mesh with Convolutional Reconstruction Model},
  author={Zhengyi Wang and Yikai Wang and Yifei Chen and Chendong Xiang and Shuo Chen and Dajiang Yu and Chongxuan Li and Hang Su and Jun Zhu},
  journal={arXiv preprint arXiv:2403.05034},
  year={2024}
}