CBIR Web Annotation Tools for XCloud

Introduction

An online annotation toolkit with web-based UI for Image Retrieval/ReID/Face Recognition tasks. It is freely accessible to both research and industrial fields.

Note: training and testing codes can be found from XCloud.

Backbone

Dependency

• Faiss
• Django

How to use

1. Train your embedding model with the code provided in XCloud cbir branch.
2. Extract deep features with the code provided in preprocess, CbirAnnoTool support SoftmaxLoss,
   CenterLoss and ASoftmaxLoss.
3. Start Django service by python3 manage.py runserver 0.0.0.0:8001
4. Open your browser and visit http://YOUR_MACHINE_IP:8001/cv/annoview

Citation

This tool is supplementary of XCloud, If you use this tool in your research, please cite our technical report about XCloud as:

@article{xu2019xcloud,
  title={XCloud: Design and Implementation of AI Cloud Platform with RESTful API Service},
  author={Xu, Lu and Wang, Yating},
  journal={arXiv preprint arXiv:1912.10344},
  year={2019}
}

License

MIT