In this chapter, we'll continue our discussion on the recent advances in image processing with deep learning. We will be dealing with a few problems in particular, and shall try to solve them using deep learning with deep CNNs.
We will look at the object detection problem, understanding the basic concepts involved, then examine how to write code to solve the problem with object proposals and a You Only Look On (YOLO) v2 pre-trained deep neural network in Keras. You will be provided with resources that will help you in training the YOLO net.
Get ready to learn about transfer learning and solve deep segmentation problems using the DeepLab library. You will learn to specify which ...
