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parking-empty_places_detection's Introduction

Parking Empty Places Detection

Detect empty parking spaces using a custom YOLOv8 model trained on a specialized dataset, with image manipulation handled by OpenCV.

This repository provides a comprehensive solution for detecting vacant parking spots in real-time. Leveraging advanced computer vision techniques, the system accurately identifies empty parking spaces, contributing to improved efficiency and convenience in parking management.

Features

  • Custom YOLOv8 model trained on a dedicated dataset
  • Real-time processing capabilities
  • Integration with OpenCV for image manipulation
  • Modular design for easy adaptation to different parking environments

Usage

To use this system, follow these steps:

  1. Clone the repository.
  2. Install the required dependencies.
  3. Run the main script to start detecting empty parking spaces.

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