/social-distance-detector

A simple social distance detector using YOLO and OpenCV

Primary LanguagePythonMIT LicenseMIT

Social Distance Detector

An simple social distance detector using YOLO and OpenCV, on the basis of Euclidean distance.

How it works?

Checkout my youtube video->

Installation

Must have to satisfy all the requirements

  1. Clone Repository
   $ git clone https://github.com/analyticalnahid/social-distance-detector.git
   $ cd social-distance-detector
  1. Install All Dependencies
   $ pip install -r requirements.txt
  1. Run the program
      $ python social_distancing_detector.py --input pedestrians.mp4 --output output.avi --display 0

Usage

YOLO COCO weights The weight file exceeds the github limits but can be download from here.

Add the weight file to the yolo-coco folder.

References

Inspiration from Adrian Rosebrock's

FAQ

What's the main purpose?

You can work with this project a bit along, you can implement it on any realtime IP CCTV camera and monitor any specific area.

🔗 Links

Connect with me:

analyticalnahid analyticalnahid analyticalnahid iamtechnicalnahid analyticalnahid https://analyticalnahid.medium.com https://www.youtube.com/channel/UCLeFKnFwC11FQWvtFk32vJQ