Practical Convolutional Neural Networks

Summary

In this chapter, we started from the very simple intuition behind the task of object detection and then proceeded to very advanced concepts, such as Instance Segmentation, which is a contemporary research area. Object detection is at the heart of a lot of innovation in the field of Retail, Media, Social Media, Mobility, and Security; there is a lot of potential for using these technologies to create very impactful and profitable features for both enterprise and social consumption. 

From the Algorithms perspective, this chapter started with the legendary Viola-Jones algorithm and its underlying mechanisms, such as Haar Features and Cascading Classifiers. Using that intuition, we started exploring the world of CNN for object detection ...