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PyTorch implementation to track social distancing in public places

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Introvertise

Walkthrough

The YOLOv5 model is used to detect people after which, they are classified as "Risky" and "Safe" based on their distance from one another.

Dependencies

  • Python3.7+
  • PyTorch >=1.5

Setup

  • Install requirements
    $ pip install -U -r requirements.txt
    

Usage

  • Run on a video file
    $ python detect.py --source <path_to_video_file>
  • Run on webcam
    $ python detect.py --source 0

Output

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PyTorch implementation to track social distancing in public places

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