Deep Learning in Computer Vision: Principles and Applications Hassaballah Mahmoud
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. The book covers a broad scope of topics in deep lea… Celý popis ↓
Porovnanie cien Deep Learning in Computer Vision: Principles and Applications Hassaballah Mahmoud
Popis Deep Learning in Computer Vision: Principles and Applications Hassaballah Mahmoud
Deep Learning in Computer Vision: Principles and Applications Hassaballah Mahmoud
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. 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 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.
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