Advanced Applied Deep Learning: Convolutional Neural Networks and Object Detection

© Umberto Michelucci 2019

U. MichelucciAdvanced Applied Deep Learning https://doi.org/10.1007/978-1-4842-4976-5_6

6. Object Classification: An Introduction

Umberto Michelucci¹ 

(1)

TOELT LLC, Dübendorf, Switzerland

 

In this chapter, we will look at more advanced tasks in image processing that can be achieved with neural networks. We will look at semantic segmentation, localization, detection, and instance segmentation. The goal of this chapter is not to make you an expert, since one could easily read many books on the subject, but to give you enough information to be able to understand the algorithms and read the original papers. I hope that, by the end of this chapter, you will understand the difference between the methods, and you will have an intuitive ...