Update README.md

README.md

@@ -7,4 +7,45 @@ tags:
 - ultralytics
 - yolov8
 library_name: ultralytics
----
+---
+
+# Tennis Ball Detection with YOLOv8
+
+This repository contains a YOLOv8 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:
+
+```bash
+pip install ultralytics opencv-python
+```
+
+## Usage
+
+### Detect tennis balls in an image:
+
+```bash
+yolo task=detect mode=predict model=tennisball.pt source=your_image.jpg
+```
+
+### Detect tennis balls in video/webcam:
+
+```bash
+yolo task=detect mode=predict model=tennisball.pt source=0  # webcam
+```
+
+## License
+
+This project is open-source under the Apache License 2.0 License.