On the contrary, in deep learning approach, you would do the process end-to-end. For example, in aYOLO net(which is a type of deep learning algorithm), you would pass in an image, and it would give out the location along with the name of object. LearnComputer Vision using Deep Learn...
From YOLOv1 [10] to YOLOv7, each generation of the YOLO series has meticulously optimized its network structure and loss function in pursuit of higher detection efficiency and accuracy. Meanwhile, successors to the RCNN [17] model, such as Fast R-CNN [18], Mask R-CNN [19], and Dynami...
Change detection, as an important task of remote sensing image processing, has a wide range of applications in many aspects such as land use and natural disaster assessment. Recent change detection methods have achieved good results. However, due to the environmental difference between the bi-tempor...