Applications of Computer Vision and Drone Technology in Agriculture 4.0 - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Applications of Computer Vision and Drone Technology in Agriculture 4.0 write by Siddharth Singh Chouhan. This book was released on . Applications of Computer Vision and Drone Technology in Agriculture 4.0 available in PDF, EPUB and Kindle.
Applications of Computer Vision and Drone Technology in Agriculture 4.0
Applications of Computer Vision and Drone Technology in Agriculture 4.0 - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Applications of Computer Vision and Drone Technology in Agriculture 4.0 write by Siddharth Singh Chouhan. This book was released on 2024-02-18. Applications of Computer Vision and Drone Technology in Agriculture 4.0 available in PDF, EPUB and Kindle. This edited book focus on two most emerging areas and covers the different aspects of computer vision and drone technology in the field of agriculture. It comprises various applications including segmentation/classification of plant diseases, monitoring of crops, grade/quality estimation of fruits/flowers/vegetables/crops, surveillance, soil deficiency estimation, crop/plant growth estimation, canopy measurement, water stress management, vegetation indices calculation, weed detection, and spraying, among other. It has 17 chapters contributed by experts in the field of computer vision, drone technology, deep learning, machine learning, artificial intelligence, image processing, agriculturist, and plant pathologists. The recent development of high-end computing devices and the adaptation of unmanned aerial vehicles has provided a mechanism to automate traditional agriculture practices. The on-field or aerial images captured using cameras are processed with the help of intelligent algorithms, and an assessment is drawn for further recommendations. This practice is efficient in provisioning an accurate, timely, and economical decision-making system to overcome the problems of agricultural field experts and farmers. This process is advantageous in increasing the quality and quantity of crop yields. This book serves as an excellent guide to students, researchers, scientists, and field experts in directing their work toward this domain and developing/designing models. Further, this book is useful for pathologists, biotechnologists, seed production specialists, breeders, market managers, and other stakeholders associated with underlying technology or market development from the public and private sectors.
Computer Vision and Machine Learning in Agriculture, Volume 2
Computer Vision and Machine Learning in Agriculture, Volume 2 - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Computer Vision and Machine Learning in Agriculture, Volume 2 write by Mohammad Shorif Uddin. This book was released on 2022-03-13. Computer Vision and Machine Learning in Agriculture, Volume 2 available in PDF, EPUB and Kindle. 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.
Drone Technology
Drone Technology - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Drone Technology write by Sachi Nandan Mohanty. This book was released on 2023-06-20. Drone Technology available in PDF, EPUB and Kindle. DRONE TECHNOLOGY This book provides a holistic and valuable insight into the revolutionary world of unmanned aerial vehicles (UAV). The book elucidates the revolutionary and riveting research in the ultramodern domain of drone technologies, drone-enabled IoT applications, and artificial intelligence-based smart surveillance. The book explains the most recent developments in the field, challenges, and future scope of drone technologies. Beyond that, it discusses the importance of a wide range of design applications, drone/UAV development, and drone-enabled smart healthcare systems for smart cities. It describes pioneering work on mitigating cyber security threats by employing intelligent machine learning models in the designing of IoT-aided drones. The book also has a fascinating chapter on application intrusion detection by drones using recurrent neural networks. Other chapters address interdisciplinary fields like artificial intelligence, deep learning, the role of drones in healthcare in smart cities, and the importance of drone technology in agriculture. Audience The book will be read and consulted by a range of industry engineers involved with introducing drone technology to their daily operations.
Computer Vision and Machine Learning in Agriculture, Volume 3
Computer Vision and Machine Learning in Agriculture, Volume 3 - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Computer Vision and Machine Learning in Agriculture, Volume 3 write by Jagdish Chand Bansal. This book was released on 2023-07-31. Computer Vision and Machine Learning in Agriculture, Volume 3 available in PDF, EPUB and Kindle. 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.
