Advanced Deep Learning with TensorFlow 2 and Keras: Apply DL, GANs, VAEs, deep RL, unsupervised learning, object detection and segmentation, and more, 2nd Edition

Author:   Rowel Atienza
Publisher:   Packt Publishing Limited
Edition:   2nd Revised edition
ISBN:  

9781838821654


Pages:   512
Publication Date:   28 February 2020
Format:   Paperback
Availability:   In stock   Availability explained
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Advanced Deep Learning with TensorFlow 2 and Keras: Apply DL, GANs, VAEs, deep RL, unsupervised learning, object detection and segmentation, and more, 2nd Edition


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Author:   Rowel Atienza
Publisher:   Packt Publishing Limited
Imprint:   Packt Publishing Limited
Edition:   2nd Revised edition
ISBN:  

9781838821654


ISBN 10:   1838821651
Pages:   512
Publication Date:   28 February 2020
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In stock   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

Table of Contents

Table of Contents Introducing Advanced Deep Learning with Keras Deep Neural Networks Autoencoders Generative Adversarial Networks (GANs) Improved GANs Disentangled Representation GANs Cross-Domain GANs Variational Autoencoders (VAEs) Deep Reinforcement Learning Policy Gradient Methods Object Detection Semantic Segmentation Unsupervised Learning Using Mutual Information

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Author Information

Rowel Atienza is an Associate Professor at the Electrical and Electronics Engineering Institute of the University of the Philippines, Diliman. He holds the Dado and Maria Banatao Institute Professorial Chair in Artificial Intelligence and received his MEng from the National University of Singapore for his work on an AI-enhanced four-legged robot. He finished his Ph.D. at The Australian National University for his contribution in the field of active gaze tracking for human-robot interaction. His current research work focuses on AI and computer vision.

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