imjsaw / pifuhd-demo

build 3D model from one image #搭配background blur使用

pifuHD for lazy guy

Original Project

• PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization (CVPR 2020)

As title.

• put your image into simple_pifu folder
• notice your image only contain one person
• click run.bat
• see your result in mResult folder

Requirements

• Python 3
• PyTorch tested on 1.1.0
• json
• PIL
• skimage
• tqdm
• cv2

Download Pre-trained model

Run the following script to download the pretrained model. The checkpoint is saved under ./checkpoints/.

sh ./scripts/download_trained_model.sh

Citation

@inproceedings{saito2020pifuhd,
  title={PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization},
  author={Saito, Shunsuke and Simon, Tomas and Saragih, Jason and Joo, Hanbyul},
  booktitle={CVPR},
  year={2020}
}

License

CC-BY-NC 4.0. See the LICENSE file.