YOLOv8 Space

What is YOLOv8 Space ?

YOLOv8 Space is an AI-powered object detection application that leverages the advanced capabilities of the YOLO (You Only Look Once) model series. Specifically, it is a user-friendly Ultralytics YOLOv8 Gradio Application designed for testing and real-time object detection in images. This tool enables quick and accurate identification of objects within images, making it a valuable resource for developers and researchers alike.

Features

• Real-Time Object Detection: Analyze images and detect objects instantly.
• Image Upload Support: Easily upload images from your device or use URLs.
• Multiple Model Options: Access different YOLOv8 models for varying precision and speed.
• Customizable Settings: Adjust confidence thresholds and other parameters for tailored results.
• Cross-Platform Compatibility: Works seamlessly on desktop and mobile devices.

How to use YOLOv8 Space ?

1. Launch the Application: Open YOLOv8 Space in your web browser.
2. Upload an Image: Either drag and drop an image file or enter an image URL.
3. Select a Model: Choose from available YOLOv8 models based on your needs.
4. Process the Image: Click the "Predict" button to start object detection.
5. View Results: Receive a visual overlay of detected objects with their confidence scores.

Frequently Asked Questions

What types of images can I upload?
You can upload JPG, PNG, or BMP images. GIFs and other formats are not supported.

Can I use YOLOv8 Space for video analysis?
No, YOLOv8 Space is designed for image analysis only. For video processing, consider other tools in the YOLO series.

How accurate is YOLOv8?
YOLOv8 achieves state-of-the-art performance, with accuracy comparable to other leading object detection models. However, results may vary based on image quality and selected model.