Object Detection using a Deep Neural Network

Computer vision has a wide field of application in our modern society. One aspect of computer vision is Object Recognition, which can be divided into three sub-fields of Image Classification, Object Localization and Object Detection. We have discussed Single- and Multi-label Classification. Object Localization involves assigning bounding boxes to relevant objects in an image. Object detection combines the objectives of classification and localization.