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Methods and Applications of Deep and Machine Learning Models including GAN

By Mainak Biswas

Methods and Applications of Deep and Machine Learning Models including GAN

By Mainak Biswas

0 - Default Title
Description
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.
Product details
Binding:
Paperback
Number of Pages:
98
Release Date:
2025-07-21
Publication Date:
2025-12-05
Publisher:
Eliva Press
Languages:
Original: English
ISBN10:
9999329349
ISBN13:
9789999329347
Weight:
156 g
Height:
152 cm
Width:
229 cm
Thickness:
6 cm
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