Artificial Intelligence in Agriculture - Couverture rigide

Singh, Rajesh; Gehlot, Anita; Prajapat, Mahesh Kumar; Singh, Bhupendra

Couverture rigide

ISBN 10 : 938954792X ISBN 13 : 9789389547924

Editeur : New India Publishing Agency, 2020

Synopsis

This book is a comprehensive resource for individuals who wish to explore the potential of Artificial Intelligence (AI) in agriculture, either for the purpose of gaining a foundational understanding or expanding their existing knowledge. The book provides readers with a practical, hands-on approach to learning about AI, machine learning, deep learning, computer vision, and expert systems, with real-world examples to aid comprehension.

Furthermore, the book includes an introduction to the basics of Python programming, making it accessible to readers with little or no prior programming experience. The book is divided into two parts: the first part covers the fundamentals of AI in agriculture, including its various branches and their applications. The second part focuses on the implementation of algorithms and the use of different machine learning, deep learning, and computer vision libraries to develop practical and insightful projects.

Upon completion of this book, readers will have gained an understanding of the various branches of AI and their applicable scenarios, as well as the standard workflow for approaching and solving machine-learning problems. Additionally, readers will be equipped with the skills necessary to tackle real-world problems in the agriculture sector, such as crop health prediction, field surveillance analytics, and the recognition of plant species. With this knowledge, readers will be well-prepared to leverage the power of AI in the agriculture field.

A propos du livre

À propos de l'auteur

Rajesh Singh, Lovely Professional University, India and previously associated with University of Petroleum and Energy studies, Dehradun as Associate Professor and with additional responsibility as Head Institute of Robotics Technology (R&D).

Anita Gehlot, Lovely Professional University, India. She has more than ten years of teaching experience with area of expertise embedded systems and wireless sensor networks. She has ten patents in her account.

Mahesh Prajapat, Lovely Professional University, Punjab, India.

Bhupendra Singh is Managing Director of Schematics Microelectronics and provides Product design and R & D support to industries and Universities.

Détails de l'édition

• Éditeur: New India Publishing Agency
• Date d'édition: 2020
• Langue: anglais
• ISBN 10: 938954792X
• ISBN 13: 9789389547924
• Reliure: Relié
• Nombre de pages: 186
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible