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  "@context": "https://schema.org",
  "@type": [
    "Article",
    "FAQPage"
  ],
  "headline": "Home",
  "image": [
    "https://github.com/ultralytics/docs/releases/download/0/ultralytics-yolov8-banner.avif"
  ],
  "datePublished": "2023-11-12 02:49:37 +0100",
  "dateModified": "2024-09-06 04:47:15 +0800",
  "author": [
    {
      "@type": "Organization",
      "name": "Ultralytics",
      "url": "https://ultralytics.com/"
    }
  ],
  "abstract": "Discover Ultralytics YOLOv8 - the latest in real-time object detection and image segmentation. Learn its features and maximize its potential in your projects.",
  "mainEntity": [
    {
      "@type": "Question",
      "name": "What is Ultralytics YOLO and how does it improve object detection?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Ultralytics YOLO is the latest advancement in the acclaimed YOLO (You Only Look Once) series for real-time object detection and image segmentation. It builds on previous versions by introducing new features and improvements for enhanced performance, flexibility, and efficiency. YOLOv8 supports various vision AI tasks such as detection, segmentation, pose estimation, tracking, and classification. Its state-of-the-art architecture ensures superior speed and accuracy, making it suitable for diverse applications, including edge devices and cloud APIs."
      }
    },
    {
      "@type": "Question",
      "name": "How can I get started with YOLO installation and setup?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Getting started with YOLO is quick and straightforward. You can install the Ultralytics package using pip and get up and running in minutes. Here's a basic installation command: For a comprehensive step-by-step guide, visit our quickstart guide. This resource will help you with installation instructions, initial setup, and running your first model."
      }
    },
    {
      "@type": "Question",
      "name": "How can I train a custom YOLO model on my dataset?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Training a custom YOLO model on your dataset involves a few detailed steps: Here's an example command: For a detailed walkthrough, check out our Train a Model guide, which includes examples and tips for optimizing your training process."
      }
    },
    {
      "@type": "Question",
      "name": "What are the licensing options available for Ultralytics YOLO?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Ultralytics offers two licensing options for YOLO: For more details, visit our Licensing page."
      }
    },
    {
      "@type": "Question",
      "name": "How can Ultralytics YOLO be used for real-time object tracking?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Ultralytics YOLO supports efficient and customizable multi-object tracking. To utilize tracking capabilities, you can use the yolo track command as shown below: For a detailed guide on setting up and running object tracking, check our tracking mode documentation, which explains the configuration and practical applications in real-time scenarios."
      }
    }
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