书目名称 | Computer Vision and Machine Learning in Agriculture, Volume 2 | 编辑 | Mohammad Shorif Uddin,Jagdish Chand Bansal | 视频video | | 概述 | Discusses applications of computer vision and machine learning (CV-ML) for better agricultural practices.Describes intelligent robots developed with the touch of CV-ML.Focuses on optimized disease rec | 丛书名称 | Algorithms for Intelligent Systems | 图书封面 |  | 描述 | .This book is as an extension of previous book “Computer Vision and Machine Learning in Agriculture” for academicians, researchers, and professionals interested in solving the problems of agricultural plants and products for boosting production by rendering the advanced machine learning including deep learning tools and techniques to computer vision algorithms. The book contains 15 chapters. The first three chapters are devoted to crops harvesting, weed, and multi-class crops detection with the help of robots and UAVs through machine learning and deep learning algorithms for smart agriculture. Next, two chapters describe agricultural data retrievals and data collections. Chapters 6, 7, 8 and 9 focuses on yield estimation, crop maturity detection, agri-food product quality assessment, and medicinal plant recognition, respectively. The remaining six chapters concentrates on optimized disease recognition through computer vision-based machine and deep learning strategies.. | 出版日期 | Book 2022 | 关键词 | Precision Agriculture; Machine Learning and Deep Learning Tools and Techniques; Disease Detection; Plan | 版次 | 1 | doi | https://doi.org/10.1007/978-981-16-9991-7 | isbn_softcover | 978-981-16-9993-1 | isbn_ebook | 978-981-16-9991-7Series ISSN 2524-7565 Series E-ISSN 2524-7573 | issn_series | 2524-7565 | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |
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书目名称Computer Vision and Machine Learning in Agriculture, Volume 2网络公开度学科排名 
书目名称Computer Vision and Machine Learning in Agriculture, Volume 2被引频次 
书目名称Computer Vision and Machine Learning in Agriculture, Volume 2被引频次学科排名 
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书目名称Computer Vision and Machine Learning in Agriculture, Volume 2年度引用学科排名 
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书目名称Computer Vision and Machine Learning in Agriculture, Volume 2读者反馈学科排名 
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