Sep 30, 2024 · YOLO11 is the latest iteration in the Ultralytics YOLO series of real-time object detectors, redefining what's possible with cutting-edge accuracy, speed, and efficiency.

Oct 5, 2024 · YOLOv11 extends its capabilities beyond traditional object detection to support instance segmentation, image classification, pose estimation, and oriented object detection (OBB). This versatility...

How to Train YOLO11 Object Detection on a Custom Dataset YOLO11 builds on the advancements introduced in YOLOv9 and YOLOv10 earlier this year, incorporating improved architectural designs,...

YOLO11 and object detection are redefining retail analytics by making inventory management and shelf monitoring more efficient and accurate. The model's ability to quickly and reliably detect objects helps retailers track stock levels, organize shelves, and reduce mistakes in …

Jan 13, 2025 · YOLOv11 represents a significant leap in object detection technology, combining state-of-the-art accuracy with unparalleled speed. Its versatility makes it suitable for a wide range of applications, from real-time surveillance to embedded systems.

May 1, 2025 · Understand the evolution and significance of the YOLO model in real-time object detection. Analyze YOLOv11’s advanced architectural components, like C3K2 and SPFF, for enhanced feature extraction. Learn how attention mechanisms, like C2PSA, improve small object detection and spatial focus.

Oct 8, 2024 · YOLO11, the latest YOLO model from Ultralytics, delivers SOTA speed and efficiency in object detection. Discover what’s new, how it outperforms YOLOv12.

YOLO11 (also known as YOLOv11) is a computer vision model architecture developed by Ultralytics, the creators of the popular YOLOv5 and YOLOv8 models. You can train YOLO11 models for object detection, segmentation, classification, keypoint detection, and Oriented Bounding Box detection.

Oct 22, 2024 · YOLOv11 is designed to enhance small object detection and improve accuracy while maintaining the real-time inference speed that YOLO is known for. Detailed Explanation of the YOLOv11...

Feb 14, 2025 · YOLOv11 has set a new benchmark in real-time object detection and is faster, more accurate and more efficient than its predecessors. With its advanced architecture and many customizable model variants YOLOv11 offers higher flexibility and can be applied to a wide variety of applications across various industries.