ObjectDetection

Introduction

This project aims to detect vehicles and count them using YOLOv8.

• Use a mask to restrict the area so that the model only needs to detect the area on the main road.
• Use Sort to keep track of the vehicles and add an ID to them.
• Add a line to count the number of vehicles passing through it.

Installation

git clone https://github.com/onionqqqq/ObjectDetection.git
cd ObjectDetection
conda create -n ObjectDetection python=3.8
conda activate ObjectDetection
pip install -r requirements.txt

Reference

Youtube
YOLOv8