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.
- 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
To use this system, follow these steps:
- Clone the repository.
- Install the required dependencies.
- Run the main script to start detecting empty parking spaces.