Object Localization with Classification in Real-Time

Object detection is one of the classical problems in the deep learning domain, where you work to recognize what and where the objects are in the image. Object detection is more complicated than classification, which can also identify the objects but doesn’t indicate where the object is. In the object detection system, we localize the object by putting the bounding box over it and the object’s class to it on the top of the bounding box, as shown in Figure 1.1.

There are several methods for object detection with classification, namely sliding window detection, convolutional implementation of the sliding window…