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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 has undergone several …

  2. 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 Farhadi in their …

  3. 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 capabilities, …

  4. What is YOLO? The Ultimate Guide [2026] - Roboflow Blog

    Jan 14, 2026 · 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 …

  5. 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 how it works …

  6. A Comprehensive Review of YOLO Architectures in Computer Vision: …

    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 identification of …

  7. The Ultimate Guide to YOLO (You Only Look Once) - OpenCV.ai

    Jan 25, 2024 · This comprehensive guide offers insights into the latest YOLO models and algorithms comparison, helping developers and researchers choose the most effective solution for their projects.

  8. YOLO Algorithm for Object Detection Explained [+Examples]

    YOLO (You Only Look Once) is a popular object detection algorithm that has revolutionized the field of computer vision. It is fast and efficient, making it an excellent choice for real-time object detection tasks.

  9. Object Detection with YOLO: Hands-on Tutorial - Neptune

    Apr 22, 2025 · Today, we’re going to explore a state-of-the-art algorithm called YOLO, which achieves high accuracy at real-time speed. In particular, we’ll learn how to train this algorithm on a custom …

  10. YOLO Explained. What is YOLO? | by Ani Aggarwal - Medium

    Dec 27, 2020 · YOLO or You Only Look Once, is a popular real-time object detection algorithm. YOLO combines what was once a multi-step process, using a single neural network to perform both …