Machine Learning and Deep Learning for Smart Agriculture and Applications

Released on by Hashmi, Mohamamd Farukh
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  • Machine Learning and Deep Learning for Smart Agriculture and Applications Book Detail

  • Author : Hashmi, Mohamamd Farukh
  • Release Date : 2023-08-29
  • Publisher : IGI Global
  • Genre : Technology & Engineering
  • Pages : 276
  • ISBN 13 : 1668499762
  • File Size : 53,53 MB
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Machine Learning and Deep Learning for Smart Agriculture and Applications by Hashmi, Mohamamd Farukh PDF Summary

Book Description: Machine Learning and Deep Learning for Smart Agriculture and Applications delves into the captivating realm of artificial intelligence and its pivotal role in transforming the landscape of modern agriculture. With a focus on precision agriculture, digital farming, and emerging concepts, this book illuminates the significance of sustainable food production and resource management in the face of evolving digital hardware and software technologies. Geospatial technology, robotics, the Internet of Things (IoT), and data analytics converge with machine learning and big data to unlock new possibilities in agricultural management. This book explores the synergy between these disciplines, offering cutting-edge insights into data-intensive processes within operational agricultural environments. From automated irrigation systems and agricultural drones for field analysis to crop monitoring and precision agriculture, the applications of machine learning are far-reaching. Animal identification and health monitoring also benefit from these advanced techniques. With practical case studies on vegetable and fruit leaf disease detection, drone-based agriculture, and the impact of pesticides on plants, this book provides a comprehensive understanding of the applications of machine learning and deep learning in smart agriculture. It also examines various modeling techniques employed in this field and showcases how artificial intelligence can revolutionize plant disease detection. This book serves as a comprehensive guide for researchers, practitioners, and students seeking to harness the power of AI in transforming the agricultural landscape.

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Smart Agriculture

Smart Agriculture

File Size : 51,51 MB
Total View : 1020 Views
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This book endeavours to highlight the untapped potential of Smart Agriculture for the innovation and expansion of the agriculture sector. The sector shall make

Smart Agriculture

Smart Agriculture

File Size : 92,92 MB
Total View : 5980 Views
DOWNLOAD

This book endeavours to highlight the untapped potential of Smart Agriculture for the innovation and expansion of the agriculture sector. The sector shall make