Tennis Ball Detection with YOLOv8
This repository contains a YOLOv8n model fine-tuned specifically to detect tennis balls.
Project Overview
The goal is to accurately detect and localize tennis balls in images and video streams using the YOLOv8 object detection framework.
Requirements
- Python 3.8+
- Ultralytics YOLOv8
- PyTorch
- OpenCV
Installation
Install dependencies with:
pip install ultralytics opencv-pythonUsage
Detect tennis balls in an image:
yolo task=detect mode=predict model=tennisball.pt source=your_image.jpgDetect tennis balls in video/webcam:
yolo task=detect mode=predict model=tennisball.pt source=0 # webcamLicense
This project is open-source under the Apache License 2.0 License.
