Methods and Applications of Deep and Machine Learning Models including GAN - Softcover

BISWAS, MAINAK

 
9789999329347: Methods and Applications of Deep and Machine Learning Models including GAN
Softcover
ISBN 10: 9999329349 ISBN 13: 9789999329347
Verlag: Eliva Press, 2025

Inhaltsangabe

This book offers a rich compilation of cutting-edge research showcasing the transformative power of deep learning and machine learning in addressing real-world challenges. From enhancing medical diagnostics and precision agriculture to improving image resolution and sentiment analysis, each chapter blends theoretical depth with practical relevance. Featuring advanced neural architectures—including GANs, transformers, attention modules, and hybrid models—the volume covers topics such as URGAN-based image enhancement, pneumonia detection using a fusion of EfficientNetV2, CBAM, BreastNet, and ViT, transformer-driven crop disease diagnosis, sentiment stratification, and geospectral weather forecasting via recursive networks. Authored by researchers from Kalinga Institute of Industrial Technology and partner institutions, this work serves as a valuable resource for scholars, practitioners, and students aiming to harness AI for impactful solutions.

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Verlag
Eliva Press
Erscheinungsdatum
2025
Sprache
Englisch
ISBN 10 
9999329349
ISBN 13 
9789999329347
Einband
Taschenbuch
Anzahl der Seiten
96
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Verantwortliche Person
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