Git Product home page Git Product logo

keras_reid's Introduction

Person reid for keras

  • Classification: reid_classification.py
  • Classification + triplet loss: reid_tripletcls.py (triplet_loss)
  • Classification + triplet loss with hard negative mining: reid_tripletcls.py (triplet_hard_loss)
  • Classification + margin sample mining loss: reid_tripletcls.py (msml_loss)
  • Re-ranking with k-reciprocal Encoding (CVPR2017): re_ranking.py
  • Pre-trained model: naivehard_more_last.h5 (market1501:81.1% rank-1 accuracy cuhk03:78.8% rank-1 accuracy)

Pre-trained model download

http://pan.baidu.com/s/1bo3gwaV

Note

You should add some functions according to the comments

Citation

@article{xiao2017margin,
  title={Margin Sample Mining Loss: A Deep Learning Based Method for Person Re-identification},
  author={Xiao, Qiqi and Luo, Hao and Zhang, Chi},
  journal={arXiv preprint arXiv:1710.00478},
  year={2017}
}

keras_reid's People

Stargazers

 avatar  avatar

Watchers

 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.