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This project implements an object counting system using the YOLOv8 object detection model from Ultralytics. The system detects and counts objects of specified classes in a video stream in real-time. It utilizes computer vision techniques to track objects as they move across a predefined line or region of interest.

Python 100.00%
ai bot computer-vision image-processing object-detection object-tracking opencv video-processing yolo yolov8

object-tracking-entry-exit's Introduction

object-tracking-entry-exit

object_counting_output.mp4

This project implements an object counting system using the YOLOv8 object detection model from Ultralytics. The system detects and counts objects of specified classes in a video stream in real-time. It utilizes computer vision techniques to track objects as they move across a predefined line or region of interest.

Usage

  1. Clone the repository:
git clone https://github.com/mahdi-marjani/object-tracking-entry-exit.git
  1. Change directory to the cloned repository:
cd object-tracking-entry-exit
  1. Install the required dependencies:
pip install -r requirements.txt
  1. Run the scripts:
python3 main.py

object-tracking-entry-exit's People

Contributors

mahdi-marjani avatar

Stargazers

RezaXanii avatar Ramazan Çetinkaya avatar  avatar

Watchers

 avatar Kostas Georgiou avatar  avatar

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