Python-用人体测量模型重塑人体三维

# 3D Human Body Reshaping with Anthropometric Modeling  source code of paper: [3D Human Body Reshaping with Anthropometric Modeling](https://link.springer.com/chapter/10.1007/978-981-10-8530-7_10) please contact me for the free full-text paper by email. ## Quick start ### Environment 1. Windows/OSX/Linux, python3.5 2. install all packages you need from [.whl files](https://www.lfd.uci.edu/~gohlke/pythonlibs/#pyqt4) or by running: ``` pip install -r requirements.txt ``` ### Preparation 1. download training data from [SPRING](https://graphics.soe.ucsc.edu/data/BodyModels/index.html) 2. put the datasets under 3D-human-Body-Shape/data folder 3. download codes by running ``` git clone https://github.com/1900zyh/3D-Human-Body-Shape.git cd 3D-Human-Body-Shape/ ``` ### Training You need to download your own datasets and run the scripts as below: ``` cd src/ python train.py ``` ### Testing You can test the demo using [released model](https://github.com/1900zyh/3D-Human-Body-Shape/tree/master/release_model) by running: ``` cd src/ python demo.py ``` ### Demo 1. adjust size (the numbers represents times of std, e.g. 30 means +3 std) <img src="https://raw.githubusercontent.com/1900zyh/3D-Human-Body-Shape/master/docs/fig1.png" width="500" hegiht="313" align=center /> 2. 'Ctrl + s' to save obj file 3. choose different mapping method <img src="https://raw.githubusercontent.com/1900zyh/3D-Human-Body-Shape/master/docs/fig2.png" width="500" hegiht="313" align=center /> 4. press 'PREDICT' button to input the numbers(You don't need to fill out the form, the defualt can be estimated) <img src="https://raw.githubusercontent.com/1900zyh/3D-Human-Body-Shape/master/docs/fig3.png" width="500" hegiht="313" align=center /> ### Different Mapping Methods 1. global mapping 2. [local_with_mask](https://dl.acm.org/citation.cfm?id=2758217) 3. [local_with_rfemat](https://link.springer.com/chapter/10.1007/978-981-10-8530-7_10) ## Citation If you find this paper useful, please cite: ``` @inproceedings{zeng20173d, title={3D Human Body Reshaping with Anthropometric Modeling}, author={Zeng, Yanhong and Fu, Jianlong and Chao, Hongyang}, booktitle={International Conference on Internet Multimedia Computing and Service}, pages={96--107}, year={2017}, organization={Springer} } ```