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OverviewFull Product DetailsAuthor: Shih-Chia Huang (Professor, Department of Electronic Engineering, National Taipei University of Technology, Taiwan) , Trung-Hieu Le (Assistant Professor, Department of Electronic Engineering, College of Engineering and Computer Science, National Taipei University of Technology, Taiwan) , Trung-Hieu Le (Assistant Professor, Department of Electronic Engineering, College of Engineering and Computer Science, National Taipei University of Technology, Taiwan) , Trung-Hieu Le (Assistant Professor, Department of Electronic Engineering, College of Engineering and Computer Science, National Taipei University of Technology, Taiwan)Publisher: Elsevier Science & Technology Imprint: Academic Press Inc Weight: 1.000kg ISBN: 9780323901987ISBN 10: 0323901980 Pages: 366 Publication Date: 25 June 2021 Audience: Professional and scholarly , Professional & Vocational Format: Paperback Publisher's Status: Active Availability: Manufactured on demand ![]() We will order this item for you from a manufactured on demand supplier. Table of Contents1. Introduction to TensorFlow2.0 2. Regression Problem 3. Binary classification problem 4. Multi-category Classification Problem 5. Training Neural Network 6. Advanced TensorFlow2.0 7. Advanced TensorBoard 8. Convolutional Neural Network Architectures 9. Transfer Learning 10. Variational Auto-Encoder 11. WGAN-GP 12. Object DetectionReviewsAuthor InformationDr. Shih-Chia Huang is a Full Professor with the Department of Electronic Engineering, National Taipei University of Technology, Taiwan, and an International Adjunct Professor with the Faculty of Business and Information Technology, University of Ontario Institute of Technology, Oshawa, ON, Canada. He is currently the Chapter Chair of the IEEE Taipei Section Broadcast Technology Society, an Associate Editor of the IEEE Sensors Journal and Electronic Commerce Research and Applications, respectively. He has authored and coauthored more than 100 journal and conference papers and holds more than 60 patents in the U.S., Europe, Taiwan, and China. His research interests include intelligent multimedia systems, Deep Learning, Artificial Intelligence, image processing, video coding, intelligent video surveillance systems, cloud computing, big data analytics, and mobile applications and systems. Dr. Trung-Hieu Le is an Assistant Professor with the Department of Electronic Engineering, National Taipei University of Technology, Taiwan, and a Lecturer in the Faculty of Information Technology, Hung Yen University of Technology and Education, Vietnam. His research interests include deep learning, image processing, object detection, and object recognition. Tab Content 6Author Website:Countries AvailableAll regions |