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Deep Learning for Object Detection and Localization

Name: Deep Learning for Object Detection and Localization
Brand: Springer-Verlag GmbH
SKU: 9789819548453
Price: 826.44 RON
Availability: InStock

Autor: Sergio Saponara

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Legare: Copertă tare

Editura: Springer-Verlag GmbH

Disponibilitate: În depozitul extern

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826.44 lei

In the ever-evolving field of computer vision, "Deep Learning for Object Detection and Localization"...

Informații despre carte

Autor

Sergio Saponara

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2026

Pagini

187

EAN

9789819548453

ISBN

9819548454

Enbook ID

49878450

Editura

Springer-Verlag GmbH

Greutate

467

Descriere completă

In the ever-evolving field of computer vision, "Deep Learning for Object Detection and Localization" serves as an indispensable resource for researchers, practitioners, and students alike. This comprehensive book delves into the latest advancements and methodologies in deep learning, specifically tailored to enhance object detection and localization tasks. From foundational concepts to cutting-edge techniques, readers will embark on a journey through the intricacies of convolutional neural networks (CNNs), region-based frameworks, and advanced algorithms that power modern object detection systems. The purpose of writing this book is to bridge the knowledge gap in the dynamic field of object detection and localization using deep learning. As technology progresses, there is an increasing demand for robust and efficient systems capable of identifying and pinpointing objects within images and videos. Despite the plethora of resources available, there remains a need for a focused, in-depth guide that comprehensively covers both theoretical aspects and practical implementations. This book aims to fulfill that need by providing a detailed, structured approach to mastering the complexities of object detection and localization.Readers will benefit from the problem-solving focus of this book, which addresses key challenges faced in real-world applications. Whether it's enhancing accuracy in autonomous driving, improving precision in medical imaging, or optimizing performance in surveillance systems, the book offers practical solutions and insights. By exploring state-of-the-art techniques and real-world case studies, "Deep Learning for Object Detection and Localization" equips readers with the knowledge and tools necessary to tackle the pressing challenges in this rapidly advancing field.

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