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Advanced Applied Deep Learning : Convolutional Neural Networks and Object Detection
Author Umberto Michelucci
Develop and optimize deep learning models with advanced architectures. This book teaches you the intricate details and subtleties of the algorithms that are at the core of convolutional neural networks. In Advanced Applied Deep Learning, you will study advanced top....
Release Date 2019/09 -
Author Umberto Michelucci
Understand how neural networks work and learn how to implement them using TensorFlow 2.0 and Keras. This new edition focuses on the fundamental concepts and at the same time on practical aspects of implementing neural networks and deep learning for your research projects.This book is designed so tha....
Release Date 2022/03 -
Applied Deep Learning: A Case-Based Approach to Understanding Deep Neural Networks
Author Umberto Michelucci
Work with advanced topics in deep learning, such as optimization algorithms, hyper-parameter tuning, dropout, and error analysis as well as strategies to address typical problems encountered when training deep neural networks. You’ll begin by studying the activatio....
Release Date 2018/09