Computer Vision and Machine Learning in Agriculture, Volume 3 E-Book

• Herausgeber: Springer Nature Singapore
• Kategorie: Wissenschaft und neue Technologien
• Serie: Algorithms for Intelligent Systems
• Sprache: Englisch

Veröffentlichungsjahr: 2023

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.