Smart Agriculture: Emerging Pedagogies of Deep Learning, Machine Learning and Internet of Things

ISBN-13: 9780367535803 / Angielski / Twarda / 2021 / 244 str.

Govind Singh Patel; Amrita Rai; Nripendra Narayan Das

Opis

This book endeavours to highlight the untapped potential of Smart Agriculture for the innovation and expansion of the agriculture sector. There are significant opportunities for agriculture administration through the effective implementation of Machine Learning, Deep Learning, Big Data and IoT structures.

Spis treści

Machine learning and deep learning in agriculture,  Descriptive and predictive analytics of agricultural data using machine learning algorithms,  Discrimination between weed and crop via image analysis using machine learning algorithm,  Bio-inspired optimization algorithms for machine learning in agriculture applications,  Agricultural modernization with forecasting stages and machine learning,  Classification of segmented image using increased global contrast for Paddy plant disease,  IOT in agriculture: Survey on technology, challenges and future scope,  Role of IoT in sustainable farming,  Smart farming: Crop models and decision support systems using IOT,  Smart irrigation in farming using internet of things,  Automation systems in agriculture via IOT,  A complete automated solution for farm field and garden nurture using internet of things,  Machine intelligence techniques for agricultural production: Case study with tomato leaf disease detection,  Clock signal and its attribute for agriculture.