Computer Vision in Smart Agriculture and Crop Management

Rajesh Kumar Dhanaraj

ISBN 10: 1394186290 / ISBN 13: 9781394186297

Editore: Wiley Dez 2024, 2024

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Neuware - This book is essential for anyone interested in understanding how smart agriculture, utilizing information and technology such as computer vision and deep learning, can revolutionize agriculture productivity, resolve ongoing concerns, and enhance economic and general effectiveness in farming.

Codice articolo 9781394186297

Dati bibliografici

• Titolo: Computer Vision in Smart Agriculture and Crop Management
• Editore: Wiley Dez 2024
• Data di pubblicazione: 2024
• Lingua: Inglese
• ISBN 10: 1394186290
• ISBN 13: 9781394186297
• Rilegatura: Buch
• Condizione: Neu
• Peso: 857 grammi

Descrizione articolo

Riassunto

This book is essential for anyone interested in understanding how smart agriculture, utilizing information and technology such as computer vision and deep learning, can revolutionize agriculture productivity, resolve ongoing concerns, and enhance economic and general effectiveness in farming.

The need for a reliable food supply has driven the development of smart agriculture, which leverages technology to assist farmers, especially in remote areas. A key component is computer vision (CV) technology, which, combined with deep learning, can manage agricultural productivity and enhance automation systems for improved efficiency and cost-effectiveness. Automation in agriculture ensures benefits like reduced costs, high performance, and accuracy. Aerial imaging and high-throughput research enable effective crop monitoring and management. Computer vision and AI models aid in detecting plant health, impurities, and pests, supporting sustainable farming. This book explores using CV and AI to develop smart agriculture through deep learning, data mining, and intelligent applications.