Applications Of Computer Vision And Drone Technology In Agriculture 4 0
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Applications Of Computer Vision And Drone Technology In Agriculture 4 0
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Author : Siddharth Singh Chouhan
language : en
Publisher: Springer Nature
Release Date : 2024-03-18
Applications Of Computer Vision And Drone Technology In Agriculture 4 0 written by Siddharth Singh Chouhan and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-18 with Technology & Engineering categories.
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.
Artificial Intelligence And Computer Vision For Ecological Informatics
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Author : Siddharth Singh Chouhan
language : en
Publisher: CRC Press
Release Date : 2025-08-27
Artificial Intelligence And Computer Vision For Ecological Informatics written by Siddharth Singh Chouhan and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-27 with Technology & Engineering categories.
Ecological informatics, more commonly known as Ecoinformatics, is the study of environmental sciences and ecological information. It is an emerging interdisciplinary framework for the management, analysis, and synthesis of ecological data with the help of advanced computational intelligence algorithms. Management in this context is data acquisition, preprocessing, and sharing the data. Analysis and synthesis are the process of extracting useful information and forecasting with the help of intelligent algorithms. The aim of this book is to encapsulate concepts and theories of artificial intelligence and computer vision algorithms used for the evaluation of various ecological informatics applications. It focuses on soft computing, machine learning, deep learning, artificial intelligence, bio-inspired algorithms, data analysis tools, data visualization tools, and computer vision algorithms used in ecological informatics. The book covers remote sensing applications, water bodies evaluation, agriculture mapping, aquatic mapping, forest management, and terrestrial ecosystems. The book will be useful to students, researchers, scientists, and field experts in directing their work towards this domain, to deliver and design models and prototypes for the benefit of society and the environment.
Agricultural Robots
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Author : Jun Zhou
language : en
Publisher: BoD – Books on Demand
Release Date : 2019-01-03
Agricultural Robots written by Jun Zhou and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-01-03 with Technology & Engineering categories.
Over the past few decades, extensive research has been conducted on the applications of agricultural robots and automation to a variety of field and greenhouse operations, and technical fundamentals and their feasibility have also been widely demonstrated. Due to the unstructured environment, adverse interference and complicated and diversified operation process are the key of blocking its commercialization in robotic agricultural operations. Because of the development of automation techniques, smart sensors, and information techniques, some types of agricultural robots have achieved considerable success in recent years. This book intends to provide the reader with a comprehensive overview of the current state of the art in agricultural robots, fundamentals, and applications in robotic agricultural operations.
Current And Future Prospects Of Deep Learning Models For Smart Agriculture
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Author : Rajneesh Kumar Patel
language : en
Publisher: Cambridge Scholars Publishing
Release Date : 2025-03-21
Current And Future Prospects Of Deep Learning Models For Smart Agriculture written by Rajneesh Kumar Patel and has been published by Cambridge Scholars Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-21 with Computers categories.
Examine the cutting edge of agriculture and technology in "Current and Future Prospects of Deep Learning Models for Smart Agriculture". This enlightening book explores how agricultural yields, sustainability, and deep learning are revolutionising farming techniques. The revolutionary potential of Artificial Intelligence (AI) in agriculture will be shown to readers via a thorough examination of current uses, ranging from soil management and crop monitoring to precision farming and insect detection. In order to provide farmers, academics, and tech enthusiasts with the knowledge necessary to utilise deep learning for a more intelligent and effective agricultural landscape, the book also looks ahead, imagining future developments and difficulties. Come along on this trip with us as we grow food production's future!
Artificial Intelligence Techniques In Smart Agriculture
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Author : Siddharth Singh Chouhan
language : en
Publisher: Springer Nature
Release Date : 2024-10-19
Artificial Intelligence Techniques In Smart Agriculture written by Siddharth Singh Chouhan and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-19 with Technology & Engineering categories.
This edited volume explores the integration of artificial intelligence to improve crop production. It addresses the critical need for intelligent crop management in light of the world's escalating population. Encompassing a spectrum of technologies, including computer vision, image processing, soft computing, machine learning, and deep learning, the book explores advancements in decision-making systems. It integrates data science methodologies, Internet of Things, wireless communications, and a range of sensors and actuators to provide precise, timely, and cost-effective solutions to agricultural challenges, ultimately enhancing both the quality and quantity of crop yields. The book empowers its audience to direct their efforts towards designing models and prototypes that benefit society and the environment, making it an indispensable resource for those eager to shape the future of intelligent agriculture. It serves as a comprehensive guide for students, scholars, and academicians keen on delving into the transformative field of artificial intelligence in agriculture. Researchers, scientists, and field experts will find invaluable insights to guide their exploration and contribution to this domain.
Sustainable Urban Environment And Waste Management
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Author : Javid A. Parray
language : en
Publisher: Springer Nature
Release Date : 2025-02-02
Sustainable Urban Environment And Waste Management written by Javid A. Parray and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-02 with Science categories.
This very unique research-oriented edited collection introduces waste and pollution treatment methods that can be adopted at local and international levels and examines appropriate resource management strategies for environmentally related issues. It aims to highlight the important role of education for environmental sustainability, in particular the area of urban waste management. Presenting the latest research topics innovative ideas to educate future citizens regarding sustainable development of our planet, it is of interest to readers who are involved in education, policy, science, and technological innovation for urban waste management. Education and awareness in the field of waste management is significantly important from a global perspective of resource management. The aim of this edited collection is creating an interdisciplinary platform for researchers and practitioners to present and discuss the most recent innovations, trends, and concerns as well as practical challenges encountered and solutions adopted in the fields of Environmental Science. This new book explores the crucial nexus between innovative solutions for waste management, and environmental sustainability in an edited collection. This comprehensive book provides a holistic investigation of the most recent inventions, advancements, and breakthroughs in waste management as the need for solutions to the environmental pollution problem becomes more urgent on a global scale. The book investigates the diverse environmental effect of environmental pollution and emphasizes how urgent it is to resolve the ecological costs of waste contamination.
Drone Applications For Industry 5 0
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Author : Singh, Chandra
language : en
Publisher: IGI Global
Release Date : 2024-06-24
Drone Applications For Industry 5 0 written by Singh, Chandra and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-24 with Technology & Engineering categories.
The fusion of drones and Industry 5.0 has emerged as a transformative force, redefining the landscape of industrial progress. Drone Applications for Industry 5.0 reveals the strong connection between drones and Industry 5.0, exploring how they come together to blend human skills with automated precision. As we stand on the horizon of the fifth industrial revolution, Industry 5.0 uniquely celebrates the return of the human touch, harmonizing the strengths of machines with human intuition and empathy. Drones play a pivotal role in shaping this evolutionary transition. The narrative unfolds against the backdrop of historical industrial revolutions, each marked by radical transformations. Unlike its predecessors, Industry 5.0 places humans at the center, emphasizing collaboration with machines. Drones have matured into invaluable instruments with applications spanning manufacturing, agriculture, transportation, and emergency services. Drone Applications for Industry 5.0 embarks on a journey, guiding scholars, researchers, and students through the foundations of Industry 5.0 and the mechanics of drones. It explores practical uses in various fields, offering both theory and practical insights which empowers professionals to fully utilize drones.
E Agriculture In Action Drones For Agriculture
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Author : Food and Agriculture Organization of the United Nations
language : en
Publisher: Food & Agriculture Org.
Release Date : 2018-07-20
E Agriculture In Action Drones For Agriculture written by Food and Agriculture Organization of the United Nations and has been published by Food & Agriculture Org. this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-07-20 with Technology & Engineering categories.
The FAO-ITU E-agriculture strategy guide (available at http://www.fao.org/3/a-i5564e.pdf) is actively being used to assist countries in the successful identification, development and implementation of sustainable ICT solutions for agriculture.The use of unmanned aerial vehicles (UAVs), also known as drones, and connected analytics has great potential to support and address some of the most pressing problems faced by agriculture in terms of access to actionable real-time quality data. Goldman Sachs predicts that the agriculture sector will be the second largest user of drones in the world in the next five years. Sensor networks based on the Internet of things (IoT) are increasingly being used in the agriculture sector to meet the challenge of harvesting meaningful and actionable information from the big data generated by these systems. This publication is the second in the series titled E-agriculture in action (2016), launched by FAO and ITU, and builds on the previous FAO publications that highlight the use of ICT for agriculture such as Mobile technologies for agriculture and rural development (2012), Information and communication technologies for agriculture and rural development (2013) and Success stories on information and communication technologies for agriculture and rural development (2015). The ultimate aim is to promote successful, scalable, sustainable and replicable ICT for agriculture (ICT4Ag) solutions.
Computer Vision And Edge Computing Technologies For The Drone Industry
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Author : Ali Shah, Imdad
language : en
Publisher: IGI Global
Release Date : 2025-05-07
Computer Vision And Edge Computing Technologies For The Drone Industry written by Ali Shah, Imdad and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-07 with Computers categories.
Computer vision powers critical functions like object detection, classification, and tracking while the drone is airborne. Without computer vision, drones would be unable to autonomously recognize and respond to features like buildings, trees, and diverse terrains. Advances in computer vision enable drones to effectively perform surveillance and security tasks. They analyze visual data to identify suspicious activities, unauthorized access, and enhance threat detection, thus improving decision-making and mission success rates. Computer vision technology is pivotal in developing autonomous navigation and obstacle avoidance in drones. Computer Vision and Edge Computing Technologies for the Drone Industry explores the enhancement of the autonomous capability of drones for operations in dense forests, mountainous regions, or urban settings. It highlights the abilities of computer vision algorithms to enable drones to navigate hazardous environments without human intervention, enabling autonomous flight and collision avoidance. Covering topics such as drone surveillance, traffic management, and industrial applications, this book is an excellent resource for computer scientists, aviation scientists, industrial professionals, professionals, researchers, scholars, academicians, and more.
Handbook Of Research On Ai Equipped Iot Applications In High Tech Agriculture
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Author : Khang, Alex
language : en
Publisher: IGI Global
Release Date : 2023-08-02
Handbook Of Research On Ai Equipped Iot Applications In High Tech Agriculture written by Khang, Alex and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-02 with Technology & Engineering categories.
The agriculture industry is facing significant challenges in meeting the increasing demand for food while also ensuring sustainable development. Traditional agricultural methods are not equipped to meet the demands of the modern world. To overcome these challenges, Advanced Technologies and AI-Equipped IoT Applications in High-Tech Agriculture provides an in-depth analysis of the opportunities and challenges for AI-powered management tools and IoT-equipped techniques for the high-tech agricultural ecosystem. The Handbook of Research on AI-Equipped IoT Applications in High-Tech Agriculture explores advanced methodologies, models, techniques, technologies, and applications along with the concepts of real-time supporting systems to help agricultural producers adjust plans or schedules for taking care of their farms. Additionally, it discusses the role of IoT technologies and AI applications in agricultural ecosystems and their potential to improve product quality and market competitiveness. The book includes discussions on the application of blockchain, biotechnology, drones, robotics, data analytics, and visualization in high-tech agriculture. It is an essential reference for anyone interested in the future of high-tech agriculture, including agricultural analysts, investment analysts, scholars, researchers, academics, professionals, engineers, and students.