Code Monkey home page Code Monkey logo

weapon-detection-system's Introduction

Weapon-Detection-And-Classification-Using-Deep-Learning

Weapon Detection & Classification through CCTV surveillance using Deep Learning-CNNs.

This dataset contains 10,014 images that classifies 3 categories of weapons. The weapon categories included in this release are:

  • Knife
  • Small Gun
  • Long Gun

>>> DOWNLOAD, TRAINING AND PREDICTION:

The datasets can be downloaded via the link provided in the train folder.

>>> Prediction Results 

Knife  :  2.6346240e-04
Long Gun  :  9.1683286e-01
Small Gun :  8.2903586e-02

References

  1. Olmos, R., Tabik, S., & Herrera, F. (2018).
    https://sci2s.ugr.es/weapons-detection#SW

weapon-detection-system's People

Contributors

hemantishere avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 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. 📊📈🎉

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 ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.