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Smart agriculture emerging pedagogies of deep learning, machine learning and Internet of Things

"This book endeavours to highlight the untapped potential of Smart Agriculture for the innovation and expansion of the agriculture sector. The sector shall make incremental progress as it learns from associations between data over time through Artificial Intelligence, deep learning and Internet...

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Bibliographic Details
Other Authors: Patel, Govind Singh (Editor)
Format: eBook
Language:English
Published: Leiden, The Netherlands CRC Press/Balkema 2021
Edition:First edition
Subjects:
Science / Life Sciences / Botany / Bisacsh
Big Data / Fast
Intelligence Artificielle / Applications Agricoles
Big Data / Http://id.loc.gov/authorities/subjects/sh2012003227
Agricultural Innovations / Http://id.loc.gov/authorities/subjects/sh85002334
Données Volumineuses
Machine Learning / Fast
Agricultural Innovations / Fast
Apprentissage Automatique
Internet Of Things / Fast
Technology / Agriculture / General / Bisacsh
Agriculture / Innovations
Internet Des Objets
Machine Learning / Http://id.loc.gov/authorities/subjects/sh85079324
Technology / Machinery / Bisacsh
Internet Of Things / Http://id.loc.gov/authorities/subjects/sh2013000266
Artificial Intelligence / Agricultural Applications / Http://id.loc.gov/authorities/subjects/sh95006971
Artificial Intelligence / Agricultural Applications / Fast
Online Access:
Collection: O'Reilly - Collection details see MPG.ReNa
Table of Contents:
  • Machine learning and deep learning in agriculture / Sumit Koul
  • Descriptive and predictive analytics of agricultural data using machine learning algorithms / Mrs. R. Suguna, Dr. R. Uma Rani
  • Discrimination between weed and crop via image analysis using machine learning algorithm / P Amsin, Dr. R. Ma Rani
  • Bio-inspired optimization algorithms for machine learning in agriculture applications / P.R. MahiDar
  • Agricultural modernization with forecasting stages and machine learning / A.K. Awasthi and Arun Kumar Garov
  • Classification of segmented image using increased global contrast for paddy plant disease / Md Abdul Muqueem, G. Raju and Govind Singh Patel
  • IoT in agriculture : Survey on technology, challenges and future scope / Seema Nayak
  • Role of IoT in sustainable farming / Rajasekhar Manda and P.Rajesh Kumar
  • Smart farming : Crop models and decision support systems using IoT / Kanwaljeet Singh and Amandeep Kaur
  • Smart irrigation in farming using internet of things / Devesh Kumar Srivastava and Priyanka Nair
  • Automation systems in agriculture via IoT / Shylaja Vinay Kumar Karatangi, Reshu Agarwal and Manisha Pant
  • A complete automated solution for farm field and garden nurturing using Internet of Things / S. Siva Kumar, A. M. Senthil Kumar, T. Rajesh Kumar, N. Sree Ram, V. Krishna Reddy and P. Sivakumar
  • Machine intelligence techniques for agricultural production : Case study with tomato leaf disease detection / Mihir Narayan Mohanty
  • Clock signal and its attribute for agriculture / Abhishek Kumar
  • Includes bibliographical references

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