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Computer Vision and Machine Learning in Agriculture

Name: Computer Vision and Machine Learning in Agriculture
Brand: Springer Verlag, Singapore
SKU: 33558839
Price: 163.39 EUR
Availability: InStock
Author: Jagdish Chand Bansal
ISBN: 9789813364233

Jagdish Chand Bansal

Language

English

Book Hardback

Libristo code: 33558839

Publishers Springer Verlag, Singapore, March 2021

This book discusses computer vision, a noncontact as well as a nondestructive technique involving th... Full description

Libristo code: 33558839

398 b

163.39 €

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This book discusses computer vision, a noncontact as well as a nondestructive technique involving the development of theoretical and algorithmic tools for automatic visual understanding and recognition which finds huge applications in agricultural productions. It also entails how rendering of machine learning techniques to computer vision algorithms is boosting this sector with better productivity by developing more precise systems. Computer vision and machine learning (CV-ML) helps in plant disease assessment along with crop condition monitoring to control the degradation of yield, quality, and severe financial loss for farmers. Significant scientific and technological advances have been made in defect assessment, quality grading, disease recognition, pests, insects, fruits, and vegetable types recognition and evaluation of a wide range of agricultural plants, crops, leaves, and fruits. The book discusses intelligent robots developed with the touch of CV-ML which can help farmers to perform various tasks like planting, weeding, harvesting, plant health monitoring, and so on. The topics covered in the book include plant, leaf, and fruit disease detection, crop health monitoring, applications of robots in agriculture, precision farming, assessment of product quality and defects, pest, insect, fruits, and vegetable types recognition.