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  1. Home - Ultralytics YOLO Docs

    Oct 14, 2025 · YOLO (You Only Look Once), a popular object detection and image segmentation model, was developed by Joseph Redmon and Ali Farhadi at the University of Washington. …

  2. GitHub - ultralytics/ultralytics: Ultralytics YOLO

    Ultralytics supports a wide range of YOLO models, from early versions like YOLOv3 to the latest YOLO11. The tables below showcase YOLO11 models pretrained on the COCO dataset for …

  3. You Only Look Once - Wikipedia

    You Only Look Once (YOLO) is a series of real-time object detection systems based on convolutional neural networks. First introduced by Joseph Redmon et al. in 2015, [1] YOLO …

  4. YOLO : You Only Look Once - Real Time Object Detection

    Jul 3, 2025 · YOLO is very fast at the test time because it uses only a single CNN architecture to predict results and class is defined in such a way that it treats classification as a regression …

  5. YOLO Object Detection Explained: A Beginner's Guide

    Sep 28, 2022 · Understand YOLO object detection, its benefits, how it has evolved over the last few years, and some real-life applications.

  6. YOLO: Real-Time Object Detection - pjreddie.com

    This post will guide you through detecting objects with the YOLO system using a pre-trained model. If you don’t already have Darknet installed, you should do that first.

  7. What is YOLO? The Ultimate Guide [2025] - Roboflow Blog

    Jan 9, 2025 · YOLO (You Only Look Once) is a family of computer vision models that has gained significant fanfare since Joseph Redmon, Santosh Divvala, Ross Girshick, and Ali Farhadi …

  8. YOLO Object Detection Explained: Models, Tools, Use Cases

    YOLO (You Only Look Once) is a real-time object detection model known for its speed and accuracy. Learn how YOLO works, explore the different model versions and tools, and …

  9. How does YOLO work for object detection? - GeeksforGeeks

    Jul 23, 2025 · One of the most popular and efficient algorithms for object detection is YOLO (You Only Look Once). YOLO revolutionized the field by providing real-time object detection …

  10. Ultralytics YOLO11 - Ultralytics YOLO Docs

    Oct 28, 2025 · Building upon the impressive advancements of previous YOLO versions, YOLO11 introduces significant improvements in architecture and training methods, making it a versatile …