zjykzj/sis

Simple image search engine

Language: 🇺🇸 🇨🇳

«sis» provides a simple image search engine based on Pytorch/Flask/Docker

Table of Contents

• Table of Contents
• Background
• Installation
• Usage
• Maintainers
• Thanks
• Contributing
• License

Background

This warehouse is developed based on matsui528/sis, provides image retrieval function based on pytorch, and provides more stable functions combined with flask+docker.

Installation

pip install -r requirements.txt -i https://pypi.tuna.tsinghua.edu.cn/simple

Usage

Local deployment

• First, you should put gallery images to ./static/img
• Then, extract features using offline.py

python offline.py

• Finally, launch flask app like this:

gunicorn server:app -c gunicorn.conf.py

Container deployment

• First, build an image

docker build -t sis:0.1.0 .

• Second, run it

bash bash_docker.sh

Maintainers

• Yusuke Matsui - Initial work - matsui528
• zhujian - Enhanced work - zjykzj

Thanks

• matsui528/sis
• Flask + Docker 无脑部署新手教程

Contributing

Anyone's participation is welcome! Open an issue or submit PRs.

Small note:

• Git submission specifications should be complied with Conventional Commits
• If versioned, please conform to the Semantic Versioning 2.0.0 specification
• If editing the README, please conform to the standard-readme specification.

License

Apache License 2.0 © 2022 zjykzj