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realtime-social-distance-detection-with-gui-in-python's Introduction

Realtime-Social-Distance-Detection-with-GUI-in-Python

About the Project

This project is about Social Distance Detection and Human count. Entire project is made using python. We have made use of a YOLOv3 pre-trained model. It is a complete desktop application made using python Tkinter.

Screenshots

Home Screen

Home

View Data

View Data

PDF Convert

PDF Convert

Credits Page

Credits

Processor Selection Page

Main

Functionality Selection Page

Home

Human Count

Home

Camera Selection

Home

IP Webcam Configure

Home

Write Data Screen

Home

Installation

You need to have anaconda installed. You need to install all the python libraries.

CUDA Setup

CUDA Setup steps are put in the application (Click Help -> CUDA SETUP). Follow the steps in the link to setup CUDA for your graphic card.

Technologies Used

  1. Python
  2. OpenCV
  3. Python Tkinter

System Requirements

Minimum Requirements

  1. 8Gb RAM
  2. Intel i5 processor
  3. Hard disk 1Tb
  4. Optional: Graphic Card

Download YOLO extra files

Download the folder in the link and paste in the project directory. https://drive.google.com/drive/folders/11IHXeWxC4o3ZDG_DcFfYSAn5BLHrbDQa?usp=sharing

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