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Self-Supervised Mesh Reconstruction (SMR)

This is the source code of Self-Supervised 3D Mesh Reconstruction From Single Images (CVPR-2021).

<p float="left"> <img src="docs/input.png" width="700"/> <img src="docs/rotation.gif" width="700"/> </p>

Requirements

Installation

Create Environment

$ conda create --name smr python=3.7
$ conda activate smr

Install from requirements.txt

You can directly install the requirements through:

$ pip install -r requirements.txt

Install packages Seperately

You can also install the required packages seperately

Training and Testing

Training and Testing On the CUB-200-2011 (Bird) dataset

Contact

Tao Hu - taohu@cse.cuhk.edu.hk

Citation

@InProceedings{Hu_2021_CVPR,
    author    = {Hu, Tao and Wang, Liwei and Xu, Xiaogang and Liu, Shu and Jia, Jiaya},
    title     = {Self-Supervised 3D Mesh Reconstruction From Single Images},
    booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
    month     = {June},
    year      = {2021},
    pages     = {6002-6011}
}