Advanced Methods and Deep Learning in Computer Vision (Computer Vision and Pattern Recognition)

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Free DownloadAdvanced Methods and Deep Learning in Computer Vision (Computer Vision and Pattern Recognition)

English | 2021 | ISBN: ‎ 0128221097 | 584 pages | True pdf, epub | 100.07 MB

Advanced Methods and Deep Learning in Computer Vision presents advanced computer vision methods, emphasizing machine and deep learning techniques that have emerged during the past 5-10 years.


The book provides clear explanations of principles and algorithms supported with applications. Topics covered include machine learning, deep learning networks, generative adversarial networks, deep reinforcement learning, self-supervised learning, extraction of robust features, object detection, semantic sntation, linguistic descriptions of images, visual search, visual tracking, 3D shape retrieval, image inpainting, novelty and anomaly detection.
This book provides easy learning for researchers and practitioners of advanced computer vision methods, but it is also suitable as a textbook for a second course on computer vision and deep learning for advanced undergraduates and graduate students.

What is the Filename:Advanced Methods and Deep Learning in Computer Vision (Computer Vision and Pattern Recognition)
The File is created by:Amazon
License:Public Domain
Edition:Digital edition
Original cover:Yes
Last revision:2021
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Download Link: Advanced Methods and Deep Learning in Computer Vision (Computer Vision and Pattern Recognition)

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