Ultralytics YOLO

Ultralytics YOLO is the state-of-the-art (SOTA) vision AI framework, delivering superior speed and accuracy for real-time object detection, segmentation, and tracking.

We deliver the latest advancements in the acclaimed YOLO (You Only Look Once) series: a high-performance, flexible framework for computer vision. Ultralytics YOLO models (like YOLOv11) excel at core tasks: object detection, instance segmentation, pose estimation, tracking, and image classification. The architecture is engineered for superior speed and accuracy, supporting deployment across diverse hardware (edge devices, cloud APIs) and export formats (ONNX, TensorRT, CoreML). Users leverage an intuitive Python API or CLI for rapid development, training custom models, and deployment, with licensing available under AGPL-3.0 or an Enterprise option for commercial integration.

https://ultralytics.com/