YOLO (You Only Look Once) is a method/way to do object detection. It is the algorithm /strategy behind how the code is going to detect objects in the image. YOLO takes an entirely different approach. It looks at the entire image only once and goes through the network once and detects objects. Yolo became quickly so popular because it’s so fast compared with the previous deep learning algorithm. With Yolo, we can detect objects at a relatively high speed. With a GPU we would be able to process over 45 frames/second while with a CPU around a frame per second.
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