Code Monkey home page Code Monkey logo

3d-human-body-shape's Introduction

3D Human Body Reshaping with Anthropometric Modeling

creating by deform-based global mapping

3D Human Body Reshaping with Anthropometric Modeling
Yanhong Zeng, Jianlong Fu, Hongyang Chao.

Citation

If any part of our paper and code is helpful to your work, please generously cite and star us ๐Ÿ˜˜ ๐Ÿ˜˜ ๐Ÿ˜˜ !

@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}
}

Quick start

Environment

  1. Windows/OSX/Linux, python3.5
  2. install all packages you need from .whl files or by running:
pip install -r requirements.txt

Preparation

  1. download training data from SPRING
  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 by running:

cd src/
python demo.py

Demo

  1. adjust size (the numbers represents times of std, e.g. 30 means +3 std)

  1. 'Ctrl + s' to save obj file

  2. choose different mapping method

  1. press 'PREDICT' button to input the numbers(You don't need to fill out the form, the defualt can be estimated)

Different Mapping Methods

  1. global mapping
  2. local_with_mask
  3. local_with_rfemat

3d-human-body-shape's People

Contributors

zengyh1900 avatar rockbot avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.