First introduced by joseph redmon et al. When benchmarked on the coco dataset for object detection, here is how. Cli you can use ultralytics yolo directly from the command line interface (cli) with the yolo command:
YOLO11全解析：从原理到实战，全流程体验下一代目标检测
Abstract this paper provides a comprehensive review of the yolo (you only look once) framework up to its latest version, yolo 11. It is used in areas like autonomous. Yolo is very fast at the test time because it uses only a single cnn architecture to predict results and class is defined in such a way that it treats classification as a regression.
Cli commands are available to directly run the models:
“imagine you built a yolo application that detects players and soccer balls from a given image.
