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Books > Computing & IT > Applications of computing > Artificial intelligence
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Computer Vision Metrics - Textbook Edition (Paperback, Softcover reprint of the original 1st ed. 2016)
Loot Price: R2,567
Discovery Miles 25 670
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Computer Vision Metrics - Textbook Edition (Paperback, Softcover reprint of the original 1st ed. 2016)
Expected to ship within 18 - 22 working days
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Based on the successful 2014 book published by Apress, this
textbook edition is expanded to provide a comprehensive history and
state-of-the-art survey for fundamental computer vision methods and
deep learning. With over 800 essential references, as well as
chapter-by-chapter learning assignments, both students and
researchers can dig deeper into core computer vision topics and
deep learning architectures. The survey covers everything from
feature descriptors, regional and global feature metrics, feature
learning architectures, deep learning, neuroscience of vision,
neural networks, and detailed example architectures to illustrate
computer vision hardware and software optimization methods. To
complement the survey, the textbook includes useful analyses which
provide insight into the goals of various methods, why they work,
and how they may be optimized. The text delivers an essential
survey and a valuable taxonomy, thus providing a key learning tool
for students, researchers and engineers, to supplement the many
effective hands-on resources and open source projects, such as
OpenCV and other imaging and deep learning tools.
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