ctrl-gaurav / social-distancing-alert

A solution to detect persons violating the Social Distancing Protocols

Social Distancing Alert

A solution to detect persons violating the Social Distancing Protocols
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Table of Contents

• Table of Contents
• About The Project
• Built With
• Getting Started
  • Prerequisites
  • Installation
• Product Screenshots
• Roadmap
• Contributing
• License
• Contact

About The Project

YOLO Object Detection, Objection Tracking and Object Measuring to detect persons violating the Social Distancing Protocols

Built With

• Darknet
• YOLO
• Scipy
• OpenCV

Getting Started

To get a local copy up and running follow these simple example steps.

Prerequisites

You will need:

• A webcam
• Visual Studio installed in your PC
• Desktop development with C++ in Visual Studio
• Python
• Scipy
• Yolo Weights
• Yolo Config Files
• Coco Class Names
• OpenCV

Installation

1. Make sure you have python3 setup on your system
2. Clone the repo

git clone https://github.com/ctrl-gaurav/Social-Distancing-Alert.git

3. Install requirements

pip install -r requirements.txt

5. Download Yolo Weights
6. Move Yolo Weights to yolo weights and coco classes folder
7. If u don't have gpu enabled pc set USE_GPU = False in config.py
8. Run main.py for realtime detections

python main.py

9. If You want to process a particular video not realtime
10. Then move that video in current directory and rename it as test.mp4
11. Run main.py

python main.py --input test.mp4

12. If you want to save your results in a video :
13. Run main.py

python main.py --input test.mp4 --output output.mp4

14. Your video will be saved in current directory after processing

Product Screenshots

Roadmap

See the open issues for a list of proposed features (and known issues).

Contributing

To add your contributions to this project follow these steps :

1. Fork the Project
2. Create your improvements Branch (git checkout -b improvements/myimprovements)
3. Commit your Changes (git commit -m 'Done some Improvements')
4. Push to the Branch (git push origin improvements/myimprovements)
5. Open a Pull Request

License

Distributed under the MIT License. See LICENSE for more information.

Contact

• Gaurav
  • Insta Handle - @ig_itsgk
  • LinkedIn - Gaurav
    
• Project Link: https://github.com/ctrl-gaurav/Social-Distancing-Alert

social-distancing-alert's Issues

Yolo Weights

if you trained yolo with your custom data, can you share weight?