Giter VIP home page Giter VIP logo

dukemtmc-pose's Introduction

DukeMTMC-Pose

Pedestrian Pose Annotation for DukeMTMC-reID by machine(Python and Matlab API).

It is a small work but we think it may help the community to focus on the body structure of the pedestrian. The application can be pedestrain hallucination (generation), person re-identification and tracking.

Data

18 pedestrian body points have been included in result folder.

File Description
gallery_points.json The points of gallery images.
train_points.json The points of training images.
query_points.json The points of query images.

We generated the pose by OpenPose. Thank their great works.

(Note that value is null if the point has not been detected.)

API

python: python_demo.ipynb

matlab: matlab_demo.m

Generate the pose by yourself

You need to install the openpose from https://github.com/ZheC/Realtime_Multi-Person_Pose_Estimation. The code is wrote with pycaffe.

I wrote a simple code generate.py to generate the pose. You may directly change the dataset path in it and have a try.

License

Please refer to LICENSE_DukeMTMC.txt and LICENSE_DukeMTMC-reID.txt.

dukemtmc-pose's People

Contributors

layumi avatar

Watchers

James Cloos 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.