The Role of Big Data and CNNs in Cocoa Disease Management

Description

The Role of Big Data and CNNs in Cocoa Disease Management is a comprehensive book that explores the integration of advanced technologies in agriculture, focusing on cocoa farming. It is an important work exploring how Big Data analytics and Convolutional Neural Networks (CNNs) can revolutionize how cocoa diseases are detected, … The Role of Big Data and CNNs in Cocoa Disease Management is a comprehensive book that explores the integration of advanced technologies in agriculture, focusing on cocoa farming. It is an important work exploring how Big Data analytics and Convolutional Neural Networks (CNNs) can revolutionize how cocoa diseases are detected, managed, and prevented. The book is structured to systematically explore cocoa farmers' challenges, including pest infestations, diseases, environmental concerns, and market volatility. It then introduces the transformative potential of Big Data and CNNs in addressing these issues. With a narrative enriched by real-world case studies and practical applications, it provides readers with insights into the successful implementation of technology in the field. Targeted at a diverse readership, including cocoa farmers, agronomists, researchers, students, policymakers, technology developers, and innovators, the book is an invaluable resource for those seeking practical solutions to enhance crop yield and disease management, as well as for those interested in the intersection of agriculture and cutting-edge technology. The author, Miracle A. Atianashie, offers a forward-looking discussion on future trends and potential innovations in agriculture technology, inviting readers to contemplate the evolving trajectory of the sector. As a guide and source of inspiration, "The Role of Big Data and CNNs in Cocoa Disease Management" should be read sequentially, as each chapter builds upon the previous, crafting a coherent narrative that deepens the reader's understanding of the subject matter. Read More