Mastering New Age Computer Vision
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Mastering New Age Computer Vision
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Author : Zonunfeli Ralte
language : en
Publisher: BPB Publications
Release Date : 2025-02-19
Mastering New Age Computer Vision written by Zonunfeli Ralte and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-19 with Computers categories.
DESCRIPTION Mastering New Age Computer Vision is a comprehensive guide that explores the latest advancements in computer vision, a field that is enabling machines to not only see but also understand and interpret the visual world in increasingly sophisticated ways, guiding you from foundational concepts to practical applications. This book explores cutting-edge computer vision techniques, starting with zero-shot and few-shot learning, DETR, and DINO for object detection. It covers advanced segmentation models like Segment Anything and Vision Transformers, along with YOLO and CLIP. Using PyTorch, readers will learn image regression, multi-task learning, multi-instance learning, and deep metric learning. Hands-on coding examples, dataset preparation, and optimization techniques help apply these methods in real-world scenarios. Each chapter tackles key challenges, introduces architectural innovations, and improves performance in object detection, segmentation, and vision-language tasks. By the time you have turned the final page of this book, you will be a confident computer vision practitioner, armed with a comprehensive grasp of core principles and the ability to apply cutting-edge techniques to solve real-world problems. You will be prepared to develop innovative solutions across a broad spectrum of computer vision challenges, actively contributing to the ongoing advancements in this dynamic field. KEY FEATURES ● Master PyTorch for image processing, segmentation, and object detection. ● Explore advanced computer vision techniques like ViT and panoptic models. ● Apply multi-tasking, metric, bilinear pooling, and self-supervised learning in real-world scenarios. WHAT YOU WILL LEARN ● Use PyTorch for both basic and advanced image processing. ● Build object detection models using CNNs and modern frameworks. ● Apply multi-task and multi-instance learning to complex datasets. ● Develop segmentation models, including panoptic segmentation. ● Improve feature representation with metric learning and bilinear pooling. ● Explore transformers and self-supervised learning for computer vision. WHO THIS BOOK IS FOR This book is for data scientists, AI practitioners, and researchers with a basic understanding of Python programming and ML concepts. Familiarity with deep learning frameworks like PyTorch and foundational knowledge of computer vision will help readers fully grasp the advanced techniques discussed. TABLE OF CONTENTS 1. Evolution of New Age Computer Vision Models 2. Image Processing with PyTorch 3. Designing of Advanced Computer Vision Techniques 4. Designing Superior Computer Vision Techniques 5. Advanced Object Detection with FPN, RPN, and DetectoRS 6. Multi-instance Learning 7. More Advanced Multi-instance Learning 8. Beyond Classical Segmentation Panoptic Segmentation with SAM 9. Crafting Deep Metric Learning in Embedding Space 10. Navigating the Realm of Metric Learning 11. Multi-tasking with Multi-task Learning 12. Fine-grained Bilinear CNN 13. The Rise of Self-supervised Learning 14. Advancements in Computer Vision Landscape
Breakthrough Leadership In The Digital Age
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Author : Frederick M. Hess
language : en
Publisher: Corwin Press
Release Date : 2013-10-07
Breakthrough Leadership In The Digital Age written by Frederick M. Hess and has been published by Corwin Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-10-07 with Education categories.
"By deconstructing learning science and making the connection to technology, Hess and Saxberg have outlined key strategies for school leaders as they work to transform traditional practices in schools. Whether it is whole-school reform or targeted interventions, principals will be motivated to rethink or‘re-engineer’ the use of technology to optimize teaching and learning." —Gail Connelly, Executive Director National Association of Elementary School Principals "Everyone touching education—from educators to school leaders and from investors and philanthropists to entrepreneurs—needs to understand how to think like a learning engineer and read this book. Technology holds unbelievable promise to be a part of the solution to transform education, but it won’t happen unless all parties attack its implementation smartly. Breakthrough Leadership in a Digital Age points the way forward." —Michael B. Horn, Co-Founder & Education Executive Director Clayton Christensen Institute "Too often, our current structures fail to promote and support learning engineering. Rick Hess and Bror Saxberg have designed a compelling guide for the road ahead." —William Hite, Superintendent School District of Philadelphia, PA Reboot student learning the right way! Today’s most successful school leaders are truly "learning engineers": creative thinkers who redefine their problems and design new ways to better serve kids’ success. Technology has a critical role, but it’s the creative reinvention of schools, systems, and classrooms that has to come first. In this powerful book, best-selling author and education policy expert Rick Hess and chief learning officer Bror Saxberg show you how to become your school′s learning engineer. Using cutting-edge research about learning science as a framework, you’ll: Identify specific learning problems that need solving Devise smarter ways to address them Implement technology-enabled, not technology-driven, solutions
Information Transfer New Age New Ways
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Author : Suzanne Bakker
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Information Transfer New Age New Ways written by Suzanne Bakker and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Language Arts & Disciplines categories.
One of the characteristics of the final decade of this century is the treatment of information as a commodity. As the world becomes increasingly dominated by information and its technology, in all its facets, librarians must learn to integrate all the new developments into daily practice. 'It is to the extent to which we shall succeed in developing powerful information networks through efficient information transfer that we shall succeed in contributing to the betterment of health throughout our nations'. It is this challenge which medical librarians from some 34 countries set for themselves in convening the Third European Conference of Medical Libraries in Montpellier, France, in September 1992. All aspects of medical information were addressed - the technical aspects of transfer, ethical and legal issues, costs, benefits, rights and responsibilities, quality assurance, guidance systems, communications technology, education and training both of information professionals and end-users were discussed and debated in depth in Montpellier. This volume presents an accurate account of a conference which has made a significant contribution to the development of medical librarianship in Europe and the wider world.
Examining The Roles Of Teachers And Students In Mastering New Technologies
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Author : Podovšovnik, Eva
language : en
Publisher: IGI Global
Release Date : 2020-02-21
Examining The Roles Of Teachers And Students In Mastering New Technologies written by Podovšovnik, Eva and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-02-21 with Education categories.
The development of technologies, education, and economy play an important role in modern society. Digital literacy is important for personal development and for the economic growth of society. Technological learning provides students with specific knowledge and capabilities for using new technologies in their everyday lives and in their careers. Examining the Roles of Teachers and Students in Mastering New Technologies is a critical scholarly resource that examines computer literacy knowledge levels in students and the perception of computer use in the classroom from various teacher perspectives. Featuring a wide range of topics such as higher education, special education, and blended learning, this book is ideal for teachers, instructional designers, curriculum developers, academicians, policymakers, administrators, researchers, and students.
Library Science And Administration Concepts Methodologies Tools And Applications
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Author : Management Association, Information Resources
language : en
Publisher: IGI Global
Release Date : 2017-11-30
Library Science And Administration Concepts Methodologies Tools And Applications written by Management Association, Information Resources and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-11-30 with Language Arts & Disciplines categories.
Effective administration of libraries is a crucial part of delivering library services to the public. To develop and implement best practices, librarians must be aware and informed of the recent advances in library administration. Library Science and Administration: Concepts, Methodologies, Tools, and Applications is a comprehensive reference source for the latest scholarly material on trends, techniques, and management of libraries and examines the benefits and challenges of library administration. Highlighting a range of pertinent topics such as digital libraries, information sciences, and academic libraries, this multi-volume book is ideally designed for academicians, researchers, practitioners, and librarians seeking current research on library science and administration.
International Conference On Computer Science And Software Engineering Csse 2014
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Author :
language : en
Publisher: DEStech Publications, Inc
Release Date : 2014-11-03
International Conference On Computer Science And Software Engineering Csse 2014 written by and has been published by DEStech Publications, Inc this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-11-03 with Computers categories.
CSSE2014 proceeding tends to collect the most up-to-date, comprehensive, and worldwide state-of-art knowledge on Computer Science and Software Engineering. All the accepted papers have been submitted to strict peer-review by 2–4 expert referees, and selected based on originality, significance and clarity for the purpose of the conference. The conference program is extremely rich, profound and featuring high-impact presentations of selected papers and additional late-breaking contributions. We sincerely hope that the conference would not only show the participants a broad overview of the latest research results on related fields, but also provide them with a significant platform for academic connection and exchange. The Technical Program Committee members have been working very hard to meet the deadline of review. The final conference program consists of 126 papers divided into 4 sessions.
Computing Fundamentals And Programming In C
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Author : Nasib Singh Gill
language : en
Publisher: KHANNA PUBLISHING HOUSE
Release Date :
Computing Fundamentals And Programming In C written by Nasib Singh Gill and has been published by KHANNA PUBLISHING HOUSE this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
The complete spectrum of computing fundamentals starting from abc of computer to internet usage has been well covered in simple and readers loving style, The language used in the book is lucid, is easy to understand, and facilities easy grasping of concepts, The chapter have been logically arranged in sequence, The book is written in a reader-friendly manner both the students and the teachers, Most of the contents presented in the book are in the form of bullets, organized sequentially. This form of presentation, rather than in a paragraph form, facilities the reader to view, understand and remember the points better, The explanation is supported by diagrams, pictures and images wherever required, Sufficient exercises have been included for practice in addition to the solved examples in every chapter related to C programming, Concepts of pointers, structures, Union and file management have been extensively detailed to help advance learners, Adequate exercises have been given at the end of the every chapter, Pedagogy followed for sequencing the contents on C programming supported by adequate programming examples is likely to help the reader to become proficient very soon, 200 problems on C programming & their solutions, 250 Additional descriptive questions on C programming.
Encyclopedia Of Information Science And Technology Fourth Edition
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Author : Khosrow-Pour, D.B.A., Mehdi
language : en
Publisher: IGI Global
Release Date : 2017-06-20
Encyclopedia Of Information Science And Technology Fourth Edition written by Khosrow-Pour, D.B.A., Mehdi and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-06-20 with Computers categories.
In recent years, our world has experienced a profound shift and progression in available computing and knowledge sharing innovations. These emerging advancements have developed at a rapid pace, disseminating into and affecting numerous aspects of contemporary society. This has created a pivotal need for an innovative compendium encompassing the latest trends, concepts, and issues surrounding this relevant discipline area. During the past 15 years, the Encyclopedia of Information Science and Technology has become recognized as one of the landmark sources of the latest knowledge and discoveries in this discipline. The Encyclopedia of Information Science and Technology, Fourth Edition is a 10-volume set which includes 705 original and previously unpublished research articles covering a full range of perspectives, applications, and techniques contributed by thousands of experts and researchers from around the globe. This authoritative encyclopedia is an all-encompassing, well-established reference source that is ideally designed to disseminate the most forward-thinking and diverse research findings. With critical perspectives on the impact of information science management and new technologies in modern settings, including but not limited to computer science, education, healthcare, government, engineering, business, and natural and physical sciences, it is a pivotal and relevant source of knowledge that will benefit every professional within the field of information science and technology and is an invaluable addition to every academic and corporate library.
E Discovery Tools And Applications In Modern Libraries
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Author : de Smet, Egbert
language : en
Publisher: IGI Global
Release Date : 2016-07-13
E Discovery Tools And Applications In Modern Libraries written by de Smet, Egbert and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-07-13 with Language Arts & Disciplines categories.
Technology has revolutionized the ways in which libraries store, share, and access information. As digital resources and tools continue to advance, so too do the opportunities for libraries to become more efficient and house more information. E-Discovery Tools and Applications in Modern Libraries presents critical research on the digitization of data and how this shift has impacted knowledge discovery, storage, and retrieval. This publication explores several emerging trends and concepts essential to electronic discovery, such as library portals, responsive websites, and federated search technology. The timely research presented within this publication is designed for use by librarians, graduate-level students, technology developers, and researchers in the field of library and information science.
Computer Science Handbook
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Author : Allen B. Tucker
language : en
Publisher: CRC Press
Release Date : 2004-06-28
Computer Science Handbook written by Allen B. Tucker and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-06-28 with Computers categories.
When you think about how far and fast computer science has progressed in recent years, it's not hard to conclude that a seven-year old handbook may fall a little short of the kind of reference today's computer scientists, software engineers, and IT professionals need. With a broadened scope, more emphasis on applied computing, and more than 70 chap