Computer Vision and Machine Learning in Agriculture

Computer Vision and Machine Learning in Agriculture
Author :
Publisher : Springer Nature
Total Pages : 172
Release :
ISBN-10 : 9789813364240
ISBN-13 : 9813364246
Rating : 4/5 (40 Downloads)

Book Synopsis Computer Vision and Machine Learning in Agriculture by : Mohammad Shorif Uddin

Download or read book Computer Vision and Machine Learning in Agriculture written by Mohammad Shorif Uddin and published by Springer Nature. This book was released on 2021-03-23 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Computer Vision and Machine Learning in Agriculture Related Books

Computer Vision and Machine Learning in Agriculture
Language: en
Pages: 172
Authors: Mohammad Shorif Uddin
Categories: Technology & Engineering
Type: BOOK - Published: 2021-03-23 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book discusses computer vision, a noncontact as well as a nondestructive technique involving the development of theoretical and algorithmic tools for autom
Computer Vision Technology for Food Quality Evaluation
Language: en
Pages: 600
Authors: Da-Wen Sun
Categories: Technology & Engineering
Type: BOOK - Published: 2011-04-28 - Publisher: Elsevier

DOWNLOAD EBOOK

The first book in this rapidly expanding area, Computer Vision Technology for Food Quality Evaluation thoroughly discusses the latest advances in image processi
Precision Agriculture: Technology and Economic Perspectives
Language: en
Pages: 282
Authors: Søren Marcus Pedersen
Categories: Technology & Engineering
Type: BOOK - Published: 2017-11-15 - Publisher: Springer

DOWNLOAD EBOOK

This book presents cases from different countries with a main focus on the perspectives of using precision farming in Europe. Divided into 12 chapters it addres
Machine Vision for Industry 4.0
Language: en
Pages: 338
Authors: Roshani Raut
Categories: Technology & Engineering
Type: BOOK - Published: 2022-03-23 - Publisher: CRC Press

DOWNLOAD EBOOK

This book discusses the use of machine vision and technologies in specific engineering case studies and focuses on how machine vision techniques are impacting e
Precision Agriculture Technology for Crop Farming
Language: en
Pages: 390
Authors: Qin Zhang
Categories: Science
Type: BOOK - Published: 2015-10-15 - Publisher: CRC Press

DOWNLOAD EBOOK

This book provides a review of precision agriculture technology development, followed by a presentation of the state-of-the-art and future requirements of preci