Giter Club home page Giter Club logo

rearlightsdetection's Introduction

RearLightsDetection

Implementation of a vehicle detection system, using a single camera, mounted in the front of the vehicle. The vehicles are located by spotting the rear red lights.

Screenshots of full detection

Alt text

Examples of the Subsystems used

Red Light detection subsystem

Alt text First row: Original image and positive values of a* subchannel of Lab color scheme, Second row: FRST pseudocolored and FRST adjusted to 0-255 range, Last row: Otsu’s Threshold

Connected Component Labelling

Example of the two-pass algorithm. Original image on the left. Alt text

Ellipse Fitting

Calculating the ellipses of the red circular objects on images, with 4 different confidence levels: Yellow: standard(no scalling), white: 90%, green: 95% and blue: 99%. The 90%(white) was used on the system. Alt text

Canny edge detector

Alt text

rearlightsdetection's People

Contributors

vittoros 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.