Vision Learning And Robotics Ai For Plants In The 2020s

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Vision Learning And Robotics Ai For Plants In The 2020s

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Author : Zhenghong Yu
language : en
Publisher: Frontiers Media SA
Release Date : 2025-01-10

Vision Learning And Robotics Ai For Plants In The 2020s written by Zhenghong Yu and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-10 with Science categories.

Population growth and climate change have posed significant challenges to crop breeding. The identification of crop agronomic traits is fundamental to breeding, yet currently, the collection of such traits is largely reliant on the subjective judgment of workers or ground test equipment, which is both costly and inefficient. In recent years, the advancement of artificial intelligence (AI) has revolutionized modern agriculture and plant science. AI is a rapidly evolving field with datasets, models, and algorithms constantly changing. It has also been increasingly applied to unmanned aerial vehicles, field robots, and hyperspectral imaging sensors, offering great potential for large-scale crop growth monitoring and precision management, driving the agricultural field from mechanization to automation and intelligence. This research topic aims to encourage research work that actively embraces new AI ideas/progress and combines these new ideas/technologies with robotics or sensing technologies for applications in plant phenotyping or precision agriculture. We encourage the use of technologies that have seen significant development in the AI community after 2020, such as vision transformers and diffusion models.

Artificial Intelligence In Healthcare

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Author : Adam Bohr
language : en
Publisher: Academic Press
Release Date : 2020-06-21

Artificial Intelligence In Healthcare written by Adam Bohr and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-21 with Computers categories.

Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in this arena. The ten following chapters are written by specialists in each area, covering the whole healthcare ecosystem. First, the AI applications in drug design and drug development are presented followed by its applications in the field of cancer diagnostics, treatment and medical imaging. Subsequently, the application of AI in medical devices and surgery are covered as well as remote patient monitoring. Finally, the book dives into the topics of security, privacy, information sharing, health insurances and legal aspects of AI in healthcare. - Highlights different data techniques in healthcare data analysis, including machine learning and data mining - Illustrates different applications and challenges across the design, implementation and management of intelligent systems and healthcare data networks - Includes applications and case studies across all areas of AI in healthcare data

Automation And Manufacturing For The Built Environment

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Author : Steve Thompson
language : en
Publisher: Emerald Group Publishing
Release Date : 2025-01-20

Automation And Manufacturing For The Built Environment written by Steve Thompson and has been published by Emerald Group Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-20 with Technology & Engineering categories.

Automation and Manufacturing for the Built Environment is a plain-language guide to the application of automation and manufacturing technologies and processes to the delivery and operation of the built environment. Covering the full asset lifecycle, the book provides a straightforward guide to a wide range of technologies.

Artificial Intelligence And Evolutionary Computations In Engineering Systems

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Author : S. Chandramohan
language : en
Publisher: Springer Nature
Release Date : 2021-08-18

Artificial Intelligence And Evolutionary Computations In Engineering Systems written by S. Chandramohan and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-18 with Technology & Engineering categories.

This book gathers selected papers presented at the 6th International Conference on Artificial Intelligence and Evolutionary Computations in Engineering Systems, held at the Anna University, Chennai, India, from 20 to 22 April 2020. It covers advances and recent developments in various computational intelligence techniques, with an emphasis on the design of communication systems. In addition, it shares valuable insights into advanced computational methodologies such as neural networks, fuzzy systems, evolutionary algorithms, hybrid intelligent systems, uncertain reasoning techniques, and other machine learning methods and their application to decision-making and problem-solving in mobile and wireless communication networks.

The Fourth Industrial Revolution

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Author : Klaus Schwab
language : en
Publisher: Penguin UK
Release Date : 2017-01-03

The Fourth Industrial Revolution written by Klaus Schwab and has been published by Penguin UK this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-01-03 with Business & Economics categories.

The founder and executive chairman of the World Economic Forum on how the impending technological revolution will change our lives We are on the brink of the Fourth Industrial Revolution. And this one will be unlike any other in human history. Characterized by new technologies fusing the physical, digital and biological worlds, the Fourth Industrial Revolution will impact all disciplines, economies and industries - and it will do so at an unprecedented rate. World Economic Forum data predicts that by 2025 we will see: commercial use of nanomaterials 200 times stronger than steel and a million times thinner than human hair; the first transplant of a 3D-printed liver; 10% of all cars on US roads being driverless; and much more besides. In The Fourth Industrial Revolution, Schwab outlines the key technologies driving this revolution, discusses the major impacts on governments, businesses, civil society and individuals, and offers bold ideas for what can be done to shape a better future for all.

Dive Into Deep Learning

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Author : Joanne Quinn
language : en
Publisher: Corwin Press
Release Date : 2019-07-15

Dive Into Deep Learning written by Joanne Quinn and has been published by Corwin Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-15 with Education categories.

The leading experts in system change and learning, with their school-based partners around the world, have created this essential companion to their runaway best-seller, Deep Learning: Engage the World Change the World. This hands-on guide provides a roadmap for building capacity in teachers, schools, districts, and systems to design deep learning, measure progress, and assess conditions needed to activate and sustain innovation. Dive Into Deep Learning: Tools for Engagement is rich with resources educators need to construct and drive meaningful deep learning experiences in order to develop the kind of mindset and know-how that is crucial to becoming a problem-solving change agent in our global society. Designed in full color, this easy-to-use guide is loaded with tools, tips, protocols, and real-world examples. It includes: • A framework for deep learning that provides a pathway to develop the six global competencies needed to flourish in a complex world — character, citizenship, collaboration, communication, creativity, and critical thinking. • Learning progressions to help educators analyze student work and measure progress. • Learning design rubrics, templates and examples for incorporating the four elements of learning design: learning partnerships, pedagogical practices, learning environments, and leveraging digital. • Conditions rubrics, teacher self-assessment tools, and planning guides to help educators build, mobilize, and sustain deep learning in schools and districts. Learn about, improve, and expand your world of learning. Put the joy back into learning for students and adults alike. Dive into deep learning to create learning experiences that give purpose, unleash student potential, and transform not only learning, but life itself.

Race Against The Machine

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Author : Erik Brynjolfsson
language : en
Publisher: Brynjolfsson and McAfee
Release Date : 2011

Race Against The Machine written by Erik Brynjolfsson and has been published by Brynjolfsson and McAfee this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Business & Economics categories.

Examines how information technologies are affecting jobs, skills, wages, and the economy.

Learning Futures

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Author : Keri Facer
language : en
Publisher: Routledge
Release Date : 2011-03-29

Learning Futures written by Keri Facer and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-03-29 with Education categories.

In the twenty-first century, educators around the world are being told that they need to transform education systems to adapt young people for the challenges of a global digital knowledge economy. Too rarely, however, do we ask whether this future vision is robust, achievable or even desirable, whether alternative futures might be in development, and what other possible futures might demand of education. Drawing on ten years of research into educational innovation and socio-technical change, working with educators, researchers, digital industries, students and policy-makers, this book questions taken-for-granted assumptions about the future of education. Arguing that we have been working with too narrow a vision of the future, Keri Facer makes a case for recognizing the challenges that the next two decades may bring, including: the emergence of new relationships between humans and technology the opportunities and challenges of aging populations the development of new forms of knowledge and democracy the challenges of climate warming and environmental disruption the potential for radical economic and social inequalities. This book describes the potential for these developments to impact critical aspects of education – including adult-child relationships, social justice, curriculum design, community relationships and learning ecologies. Packed with examples from around the world and utilising vital research undertaken by the author while Research Director at the UK’s Futurelab, the book helps to bring into focus the risks and opportunities for schools, students and societies over the coming two decades. It makes a powerful case for rethinking the relationship between education and social and technological change, and presents a set of key strategies for creating schools better able to meet the emerging needs of their students and communities. An important contribution to the debates surrounding educational futures, this book is compelling reading for all of those, including educators, researchers, policy-makers and students, who are asking the question 'how can education help us to build desirable futures for everyone in the context of social and technological change?'

Rise Of The Robots

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Author : Martin Ford
language : en
Publisher: Hachette UK
Release Date : 2015-05-05

Rise Of The Robots written by Martin Ford and has been published by Hachette UK this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-05-05 with Business & Economics categories.

The New York Times-bestselling guide to how automation is changing the economy, undermining work, and reshaping our lives Winner of Best Business Book of the Year awards from the Financial Times and from Forbes "Lucid, comprehensive, and unafraid . . . ;an indispensable contribution to a long-running argument." -- Los Angeles Times What are the jobs of the future? How many will there be? And who will have them? As technology continues to accelerate and machines begin taking care of themselves, fewer people will be necessary. Artificial intelligence is already well on its way to making "good jobs" obsolete: many paralegals, journalists, office workers, and even computer programmers are poised to be replaced by robots and smart software. As progress continues, blue and white collar jobs alike will evaporate, squeezing working -- and middle-class families ever further. At the same time, households are under assault from exploding costs, especially from the two major industries-education and health care-that, so far, have not been transformed by information technology. The result could well be massive unemployment and inequality as well as the implosion of the consumer economy itself. The past solutions to technological disruption, especially more training and education, aren't going to work. We must decide, now, whether the future will see broad-based prosperity or catastrophic levels of inequality and economic insecurity. Rise of the Robots is essential reading to understand what accelerating technology means for our economic prospects-not to mention those of our children-as well as for society as a whole.

Robot Dynamics And Control

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Author : Mark W Spong
language : en
Publisher: John Wiley & Sons
Release Date : 2008-08-04

Robot Dynamics And Control written by Mark W Spong and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-08-04 with Robots categories.

This self-contained introduction to practical robot kinematics and dynamics includes a comprehensive treatment of robot control. It provides background material on terminology and linear transformations, followed by coverage of kinematics and inverse kinematics, dynamics, manipulator control, robust control, force control, use of feedback in nonlinear systems, and adaptive control. Each topic is supported by examples of specific applications. Derivations and proofs are included in many cases. The book includes many worked examples, examples illustrating all aspects of the theory, and problems.