YOLO: You Only Look Once

Hello, I’m back with an Advanced Object Detector article! We are now past the amateur stage if and only if you have read through all our previous articles on Object Detection, R-CNN, Fast R-CNN, SPPnet, Faster R-CNN & Mask R-CNN. Although Mask R-CNN is also a tad advanced, we considered learning related to the R-CNN Family of Object Detectors. We are on the right track to mastering Object Detection after learning the building blocks of an Object Detector and have a fair intuition about the mechanism of how various parts are put together for a fully functional Object Detector. We progressed through the R-CNN, Fast R-CNN & Faster R-CNN architectures and understood how evolution happens to improve the accuracy and reduce the inference time taken per image.