Object Detection Using YOLO
Detection is a more complex problem than classification, which can also recognize objects but doesn’t tell you exactly where the object is located in the image and it won’t work for images that contain more than one object. You only look once (YOLO) is a state-of-the-art, real-time object detection system. YOLO takes a completely different approach. It’s not a traditional classifier that is repurposed to be an object detector. YOLO actually looks at the image just once (hence its name: You Only Look Once) but in a clever way.