Computer Vision · intermediate · concept 156 of 311 · Updated Nov 4, 2026
YOLO (You Only Look Once)
A real-time object detection system that processes the entire image in a single forward pass. The family is updated almost yearly (YOLOv8, YOLO11, YOLO26 and beyond), each generation faster and more accurate, keeping it the go-to for practical deployment.
Top AI contributors on this
- Yann LeCunAMI Labs / NYU
- Andrew NgDeepLearning.AI / AI Fund
- Fei-Fei LiWorld Labs / Stanford University
- Andrej KarpathyAnthropic
- Kaiming HeMIT / Google DeepMind
- Ross GirshickAnthropic
Key terms
Real-time detectionGrid cellsConfidence scoreNMS-free inference
Learn these first
Videos
▶ C4W3L09 YOLO Algorithm ↗
DeepLearningAI · YouTube
Guides and articles
[1506.02640] You Only Look Once: Unified, Real-Time Object Detection ↗
arXiv (original paper)
Courses, papers, and more