Cli you can use ultralytics yolo directly from the command line interface (cli) with the yolo command: It is used in areas like autonomous. Abstract this paper provides a comprehensive review of the yolo (you only look once) framework up to its latest version, yolo 11.
YOLO11全解析：从原理到实战，全流程体验下一代目标检测
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.
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