03548nam 22007095 450 991073602480332120250626163840.0981-9937-54-X10.1007/978-981-99-3754-7(MiAaPQ)EBC30670615(Au-PeEL)EBL30670615(DE-He213)978-981-99-3754-7(PPN)272254169(CKB)27899952200041(EXLCZ)992789995220004120230731d2023 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierComputer Vision and Machine Learning in Agriculture, Volume 3 /edited by Jagdish Chand Bansal, Mohammad Shorif Uddin1st ed. 2023.Singapore :Springer Nature Singapore :Imprint: Springer,2023.1 online resource (215 pages)Algorithms for Intelligent Systems,2524-7573Print version: Bansal, Jagdish Chand Computer Vision and Machine Learning in Agriculture, Volume 3 Singapore : Springer,c2023 9789819937530 Leveraging Computer Vision for Precision Viticulture -- An intelligent vision-guided framework of the unmanned aerial system for precision agriculture -- Data Preprocessing Techniques for Supervised Learning on Agricultural Data -- Strawberries Maturity Level Detection Using Convolutional Neural Network (CNN) and Ensemble Method -- Recognition of Fresh and Rotten Fruits through the Development of a Dataset.This book is as an extension of the previous two volumes on “Computer Vision and Machine Learning in Agriculture”. This volume 3 discusses solutions to the problems of agricultural production by rendering advanced machine learning including deep learning tools and techniques. The book contains 13 chapters that focus on in-depth research outputs in precision agriculture, crop farming, horticulture, floriculture, vertical farming, animal husbandry, disease detection, plant recognition, production yield, product quality, defect assessment, and overall automation through robots and drones. The topics covered in the current volume, along with the previous volumes, are comprehensive literature for both beginners and experienced in this domain.Algorithms for Intelligent Systems,2524-7573Computational intelligenceMachine learningRoboticsAgricultureImage processingDigital techniquesComputer visionComputational IntelligenceMachine LearningRoboticsAgricultureComputer Imaging, Vision, Pattern Recognition and GraphicsComputational intelligence.Machine learning.Robotics.Agriculture.Image processingDigital techniques.Computer vision.Computational Intelligence.Machine Learning.Robotics.Agriculture.Computer Imaging, Vision, Pattern Recognition and Graphics.338.160285637Bansal Jagdish Chand1338605Uddin Mohammad Shorif1369079MiAaPQMiAaPQMiAaPQBOOK9910736024803321Computer Vision and Machine Learning in Agriculture, Volume 33421577UNINA