
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. …
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 …
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 …
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 …
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 …
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 …
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 …
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 …
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 …
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.