Yang Zheng*, Ruizhi Shao*, Yuxiang Zhang, Tao Yu, Zerong Zheng, Qionghai Dai, Yebin Liu.
This repository contains the official pytorch implementation of ”DeepMultiCap: Performance Capture of Multiple Characters Using Sparse Multiview Cameras“.
- [2021/9/26] We added more scans to MultiHuman dataset. You can use MultiHuman to train/fine-tune our model or your own models!
- [2021/9/18] MultiHuman dataset for evaluation purpose is available!
- PyTorch
- torchvision
- trimesh
- numpy
- matplotlib
- PIL
- skimage
- tqdm
- cv2
- json
- taichi
- taichi_three
- taichi_glsl
We have provided pretrained model in One Drive
To train DeepMultiCap model, please run the following code.
sh render_dataset.sh
sh trian.sh
Run the following code to inference on the MultiHuman dataset.
sh render_two.sh
sh demo.sh
@inproceedings{zheng2021deepmulticap,
title={DeepMultiCap: Performance Capture of Multiple Characters Using Sparse Multiview Cameras},
author={Zheng, Yang and Shao, Ruizhi and Zhang, Yuxiang and Yu, Tao and Zheng, Zerong and Dai, Qionghai and Liu, Yebin},
booktitle={IEEE Conference on Computer Vision (ICCV 2021)},
year={2021},
}