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What is YOLO You Only Look Once about?

YOLO, or You Only Look Once, is a real-time object detection system that simplifies the detection process into a single regression problem, enabling faster processing and real-time applications. It operates by dividing an input image into a grid, predicting object details simultaneously, and refining these predictions through a modular architecture consisting of a backbone, neck, and detection head. Despite its strengths in speed and simplicity, early versions faced limitations such as difficulty detecting

Author

Fouqia Zafeer

Language

EN