Giter VIP home page Giter VIP logo

survizor's Introduction

SurVizor

Introduction

Survizor is a visual analysis tool for the mining and understanding of the key content of the surveillance video.
This website is Survizor's Django Web project.


Pipeline of Survizor.

Test on Existing Video Data

If you want to test the existing video data in the project, please prepare the python environment (Installation) and the Django Web project (Get Started).

Installation

First, you need to create a virtual environment for Survizor, and then install related dependencies. Please refer to "requirements.txt" for more detailed tools and versions.
conda create -n SurVizorEnv python=3.8
conda activate SurVizorEnv
pip install numpy
pip install pandas 
...

Get Started

Please clone the Django Web project. After the environment is configured, please run the project. You can conduct visible exploration on the homepage "index.html".

Run on Your Own Data

If you want to run Survizor on your own video data, please get relevant features first, and the reference link is as follows:
Aesthetics and Quality Feature, Memory Feature, Anomaly Feature.
Survizor provides a pipeline, so the project includes but not limited to these four features.
You can expand the project according to your needs and modify the corresponding codes.

Citation

If you find this project useful in your research, please consider cite:

@article{sun2022survizor,
  title={SurVizor: visualizing and understanding the key content of surveillance videos},
  author={Sun, Guodao and Li, Tong and Liang, Ronghua},
  journal={Journal of Visualization},
  volume={25},
  number={3},
  pages={635--651},
  year={2022},
  publisher={Springer}
}

survizor's People

Contributors

tongli97 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.