Hands-On Java Deep Learning for Computer Vision

Introduction to Computer Vision and Training Neural Networks

In this chapter, we will introduce the topic of computer vision and focus on the computer vision state and its applications. By learning to train neural networks with the help of deep learning, we will understand the parallels between the human brain and a neural network by representing the network in a computer system. To optimize our training results, we will also look at effective training techniques and optimization algorithms, which will dramatically decrease the neural network training time, enabling us to have deeper neural networks trained with more data. We will put all of these optimization techniques or parameters together and give a systematic process for accurately ...