Deep Learning in Mining of Visual Content (Paperback)

Introduction.- Supervised Learning Problem Formulation.- Neural Networks from Scratch.- Optimization Methods.- Deep in the Wild.- Convolutional Neural Networks as Image Analysis Tool.- Dynamic Content Mining.- Case Study for Digital Cultural Content Mining.- Introducing Domain Knowledge.