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Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
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Deep Learning in Computer Vision - Principles and Applications (Paperback)
Loot Price: R1,248
Discovery Miles 12 480
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Deep Learning in Computer Vision - Principles and Applications (Paperback)
Series: Digital Imaging and Computer Vision
Expected to ship within 12 - 17 working days
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Total price: R1,268
Discovery Miles: 12 680
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Deep learning algorithms have brought a revolution to the computer
vision community by introducing non-traditional and efficient
solutions to several image-related problems that had long remained
unsolved or partially addressed. This book presents a collection of
eleven chapters where each individual chapter explains the deep
learning principles of a specific topic, introduces reviews of
up-to-date techniques, and presents research findings to the
computer vision community. The book covers a broad scope of topics
in deep learning concepts and applications such as accelerating the
convolutional neural network inference on field-programmable gate
arrays, fire detection in surveillance applications, face
recognition, action and activity recognition, semantic segmentation
for autonomous driving, aerial imagery registration, robot vision,
tumor detection, and skin lesion segmentation as well as skin
melanoma classification. The content of this book has been
organized such that each chapter can be read independently from the
others. The book is a valuable companion for researchers, for
postgraduate and possibly senior undergraduate students who are
taking an advanced course in related topics, and for those who are
interested in deep learning with applications in computer vision,
image processing, and pattern recognition.
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