Computer Vision and Machine Learning in Agriculture, Volume 3
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Beschreibung
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.
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.
Describes intelligent robots and drones Discusses research outputs in precision agriculture Presents applications of computer vision and machine learning (CV-ML) for better agricultural practices
Autor*in
Jagdish Chand Bansal
Themen in »Computer Vision and Machine Learning in Agriculture, Volume 3«
Agricultural Drones and Robots Computer Vision, Machine Learning, and Deep Learning Tools Precision Agriculture with Predictive Analytics Animal Husbandry Assessing Quality, Grading, and Sorting of Agricultural Products Recognition of Plants and Animals and their Species