TANGO: Text-driven Photorealistic and Robust 3D Stylization via Lighting Decomposition

Yongwei Chen, Rui Chen, Jiabao Lei, Yabin Zhang, Kui Jia

NeurIPS 2022

Paper | Project Page

Installation

Note: You can directly pull the image we uploaded to AliCloud

docker pull registry.cn-shenzhen.aliyuncs.com/baopin/t2m:1.7

System Requirements

Python 3.7
CUDA 11
Nvidia GPU with 12 GB ram at least

Train

Call the below shell scripts to generate example styles.

# shoe made of gold
./demo/run_shoe_gold.sh
# vase made of wicker 
./demo/run_vase_crochet.sh
# car made of wood
./demo/run_car_wood_origin.sh
# ...

The outputs will be saved to results/demo

Validate

Call the below shell scripts to generate gif.

# shoe made of gold
./demo/test_shoe_gold.sh
# vase made of wicker 
./demo/test_vase_crochet.sh
# car made of wood
./demo/test_car_wood_origin.sh
# ...

Citation

@inproceedings{ChenChenNeurIPS22,
  title={TANGO: Text-driven Photorealistic and Robust 3D Stylization via Lighting Decomposition},
  author={Yongwei Chen and Rui Chen and Jiabao Lei and Yabin Zhang and Kui Jia},
  booktitle={Proceedings of the Neural Information Processing Systems (NeurIPS)},
  year={2022}
}

psklf/tango