Object detection methods published recently have pushed the state of the art (SOTA) on a popular benchmark – MS COCO dataset. In Part I we took a closer look into CornerNet. This time, let’s see what makes CornerNet-Lite superior to the previous CornerNet method. CornerNet-Lite: Efficient Keypoint-Based Object Detection As was mentioned before, the good […]
Latest Trends of Object Detection: From CornerNet to CenterNet Explained. Part I: CornerNet
Object detection methods published recently have pushed the state of the art (SOTA) on a popular benchmark – MS COCO dataset. Let’s take a closer look at these methods. But first, we will start with an introduction. Object Detection: Previous Methods There are mainly two types of state-of-the-art object detectors. On one hand, we have […]