Name: Deep Learning Methods For Image Object Detection And Recognition (en Inglés)
SKU: 68897182
Price: 2284.54 MXN
Availability: InStock
Author: Shi, Pengfei;;;Fan, Xinnan;Xin, Yuanxue;Wan, Gang;Wang, Qingying
ISBN: 9789819833344

portada Deep Learning Methods For Image Object Detection And Recognition (en Inglés)

Deep Learning Methods For Image Object Detection And Recognition (en Inglés)

Formato

Libro Físico

Editorial

WSPC

Autor

Shi, Pengfei;;;Fan, Xinnan;Xin, Yuanxue;Wan, Gang;Wang, Qingying

Idioma

Inglés

N° páginas

260

Encuadernación

Tapa Dura

ISBN13

9789819833344

Deep Learning Methods For Image Object Detection And Recognition (en Inglés)

Shi, Pengfei;;;Fan, Xinnan;Xin, Yuanxue;Wan, Gang;Wang, Qingying (Autor) · WSPC · Tapa Dura

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Reseña del libro "Deep Learning Methods For Image Object Detection And Recognition (en Inglés)"

This book provides a comprehensive introduction on applying deep learning to the visual recognition of objects, bridging the gap between theoretical algorithms and high-impact practical implementations. Within these pages, readers will find a detailed exploration of advanced techniques for image restoration—including UNet-based defogging, feature fusion GANs, and ESRGAN super-resolution—alongside high-performance detection models. Specialized applications such as underwater crack segmentation using transfer learning, marine biological detection, and real-time analysis through YOLOv4, RetinaNet, and LSTM-integrated networks are also covered to provide researchers and engineers with a technical blueprint for solving diverse real-world computer vision challenges. Additionally, this work is also suitable as a textbook for advanced undergraduate and graduate students majoring in Artificial Intelligence, Intelligent Science and Technology, Computer Science, and Automation.