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  1. 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 …

  2. YOLO: You Only Look Once – Real-Time Object Detection Explained

    Dec 26, 2025 · Introduction YOLO (You Only Look Once) is one of the most influential algorithms in the field of computer vision, specifically designed for real-time object detection. Unlike …

  3. Home - Ultralytics YOLO Docs

    Dec 12, 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. …

  4. 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 …

  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: Real-Time Object Detection - pjreddie.com

    You only look once (YOLO) is a state-of-the-art, real-time object detection system. On a Pascal Titan X it processes images at 30 FPS and has a mAP of 57.9% on COCO test-dev.

  7. 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 …

  8. Mastering All YOLO Models from YOLOv1 to YOLOv12

    Dec 26, 2023 · However, in this article, we will go through all the different versions of YOLO, from the original YOLO to YOLOv8 and YOLO-NAS, and understand their internal workings, …

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

    Sep 28, 2022 · You Only Look Once (YOLO) is a state-of-the-art, real-time object detection algorithm introduced in 2015 by Joseph Redmon, Santosh Divvala, Ross Girshick, and Ali …

  10. 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 …