Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Book Chapter Book Chapter Faculty Publications- Book Chapter Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Farming Futures: Leveraging Machine Language for Potato Leaf Disease Forecasting and Yield Optimization Description An account of the resource Crop yield prediction is of paramount importance in modern agriculture. It serves as a linchpin for ensuring food security, efficient resource management, risk mitigation, environmental sustainability, and socioeconomic development. Accurate predictions enable us to maintain a stable food supply, optimize resource allocation, and manage the uncertainties associated with climate and market fluctuations. By fostering sustainable farming practices, crop yield prediction also plays a crucial role in reducing environmental impact and promoting rural development. Integrating artificial intelligence (AI) and machine learning (ML) in modern agricultural practices offers the potential to revolutionize the way we produce food, making it more sustainable, efficient, and resilient. This study has demonstrated the effectiveness of convolutional neural networks (CNNs) in the classification of potato leaf disease, achieving remarkable results with a test loss of 0.0757 and a test accuracy of 0.9741. 2024 Taylor &amp; Francis Group, LLC. Creator An entity primarily responsible for making the resource Vijayalakshmi A.; Nidin A.; Das D. Source A related resource from which the described resource is derived Data-Driven Farming: Harnessing the Power of AI and Machine Learning in Agriculture, pp. 200-215. Publisher An entity responsible for making the resource available CRC Press Date A point or period of time associated with an event in the lifecycle of the resource 2024-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1201/9781003485179-11" target="_blank" rel="noreferrer noopener">https://doi.org/10.1201/9781003485179-11</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85195961109&amp;doi=10.1201%2F9781003485179-11&amp;partnerID=40&amp;md5=d3515dd5a321d62414f2326910ce27ca" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85195961109&amp;doi=10.1201%2f9781003485179-11&amp;partnerID=40&amp;md5=d3515dd5a321d62414f2326910ce27ca</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 978-104003723-2; 978-103261892-0 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Book chapter Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Vijayalakshmi A., CHRIST (Deemed to be University), Bangalore, India; Nidin A., CHRIST (Deemed to be University), Bangalore, India; Das D., CHRIST (Deemed to be University), Bangalore, India