{"product_id":"biswas-mainak-methods-and-applications-of-deep-and-machine-learning-models-including-gan-9789999329347","title":"Methods and Applications of Deep and Machine Learning Models including GAN","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.","brand":"Eliva Press","offers":[{"title":"Default Title","offer_id":53807710699862,"sku":null,"price":0.0,"currency_code":"EUR","in_stock":false}],"url":"https:\/\/www.momoxbooks.com\/products\/biswas-mainak-methods-and-applications-of-deep-and-machine-learning-models-including-gan-9789999329347","provider":"momoxbooks","version":"1.0","type":"link"}