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covid19_realtime_social_distance_check's Introduction

Real-Time detection of Social Distancing

Sample Output

This is just proof of concept and implemented quick hand, so don't ask to fork it and use it for your purposes.

Real-Time Sample Results

Real time Tracking

Dataset

Dataset can be either from webcam or any video from realtime showing people in public space.

1. Usage

Install Library OpenCV scipy dlib imutils numpy time argparse

2. Use Command Line

safe distance of 1 m has been considered as a norm of social distancing. Command Line execution for the realtime testing can be done bby executing-

python people_counter.py --prototxt mobilenet_ssd/MobileNetSSD_deploy.prototxt \
  --model mobilenet_ssd/MobileNetSSD_deploy.caffemodel --input videos/example_01.mp4 \
    --output output/output_01.avi

3. Use of webcam

 python people_counter.py --prototxt mobilenet_ssd/MobileNetSSD_deploy.prototxt \
   --model mobilenet_ssd/MobileNetSSD_deploy.caffemodel \
   --output output/webcam_output.avi

4. Special Thanks/ reference

The complete code has been adapted from the pyimage search code. Hence, I offer my sincere acknowledgement to them.

covid19_realtime_social_distance_check's People

Contributors

pankajmishra000 avatar

Watchers

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