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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. 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 …

  3. 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 …

  4. 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 …

  5. 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 …

  6. YOLO Evolution: Transforming Object Detection 2015-2024

    Dec 6, 2024 · YOLO (You Only Look Once) is a family of real-time object detection machine-learning algorithms. Object detection is a computer vision task that uses neural networks to …

  7. A Comprehensive Review of YOLO Architectures in Computer …

    Among the different object detection algorithms, the YOLO (You Only Look Once) framework has stood out for its remarkable balance of speed and accuracy, enabling the rapid and reliable …

  8. Ultralytics YOLO11 - Ultralytics YOLO Docs

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

  9. What Is YOLO Algorithm? | Baeldung on Computer Science

    Jun 11, 2022 · YOLO is an acronym for “You Only Look Once” and it has that name because this is a real-time object detection algorithm that processes images very fast. Here, we’ll explain …

  10. 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.