Download or read book Applied Deep Learning and Computer Vision for Self Driving Cars written by Sumit Ranjan and published by Packt Publishing Ltd. This book was released on 2020-08-14 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explore self-driving car technology using deep learning and artificial intelligence techniques and libraries such as TensorFlow, Keras, and OpenCV Key FeaturesBuild and train powerful neural network models to build an autonomous carImplement computer vision, deep learning, and AI techniques to create automotive algorithmsOvercome the challenges faced while automating different aspects of driving using modern Python libraries and architecturesBook Description Thanks to a number of recent breakthroughs, self-driving car technology is now an emerging subject in the field of artificial intelligence and has shifted data scientists' focus to building autonomous cars that will transform the automotive industry. This book is a comprehensive guide to use deep learning and computer vision techniques to develop autonomous cars. Starting with the basics of self-driving cars (SDCs), this book will take you through the deep neural network techniques required to get up and running with building your autonomous vehicle. Once you are comfortable with the basics, you'll delve into advanced computer vision techniques and learn how to use deep learning methods to perform a variety of computer vision tasks such as finding lane lines, improving image classification, and so on. You will explore the basic structure and working of a semantic segmentation model and get to grips with detecting cars using semantic segmentation. The book also covers advanced applications such as behavior-cloning and vehicle detection using OpenCV, transfer learning, and deep learning methodologies to train SDCs to mimic human driving. By the end of this book, you'll have learned how to implement a variety of neural networks to develop your own autonomous vehicle using modern Python libraries. What you will learnImplement deep neural network from scratch using the Keras libraryUnderstand the importance of deep learning in self-driving carsGet to grips with feature extraction techniques in image processing using the OpenCV libraryDesign a software pipeline that detects lane lines in videosImplement a convolutional neural network (CNN) image classifier for traffic signal signsTrain and test neural networks for behavioral-cloning by driving a car in a virtual simulatorDiscover various state-of-the-art semantic segmentation and object detection architecturesWho this book is for If you are a deep learning engineer, AI researcher, or anyone looking to implement deep learning and computer vision techniques to build self-driving blueprint solutions, this book is for you. Anyone who wants to learn how various automotive-related algorithms are built, will also find this book useful. Python programming experience, along with a basic understanding of deep learning, is necessary to get the most of this book.

Download or read book Click Start Level 5 Student s Book written by Anjna Virmani and published by Cambridge University Press. This book was released on 2013-11-21 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: Click Start: Computer Science for Schools is an eight level series of textbooks for students. Books 1 to 5 focus on the fundamentals of computer science. This includes the knowledge of software, hardware, networking, internet, MS Office, LOGO. The following key features are interspersed in each chapter of these books: Snap Recap, Learning Objectives, Fact Files, Quick Key and Try This, Activities, Exercises, Glossary and Now You Know, Lab Work, Biographies, Teacher's Notes.

Download or read book Machine Learning for Kids written by Dale Lane and published by No Starch Press. This book was released on 2021-01-19 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: A hands-on, application-based introduction to machine learning and artificial intelligence (AI) that guides young readers through creating compelling AI-powered games and applications using the Scratch programming language. Machine learning (also known as ML) is one of the building blocks of AI, or artificial intelligence. AI is based on the idea that computers can learn on their own, with your help. Machine Learning for Kids will introduce you to machine learning, painlessly. With this book and its free, Scratch-based, award-winning companion website, you'll see how easy it is to add machine learning to your own projects. You don't even need to know how to code! As you work through the book you'll discover how machine learning systems can be taught to recognize text, images, numbers, and sounds, and how to train your models to improve their accuracy. You'll turn your models into fun computer games and apps, and see what happens when they get confused by bad data. You'll build 13 projects step-by-step from the ground up, including: • Rock, Paper, Scissors game that recognizes your hand shapes • An app that recommends movies based on other movies that you like • A computer character that reacts to insults and compliments • An interactive virtual assistant (like Siri or Alexa) that obeys commands • An AI version of Pac-Man, with a smart character that knows how to avoid ghosts NOTE: This book includes a Scratch tutorial for beginners, and step-by-step instructions for every project. Ages 12+

Download or read book Mindstorms written by Seymour A Papert and published by Basic Books. This book was released on 2020-10-06 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this revolutionary book, a renowned computer scientist explains the importance of teaching children the basics of computing and how it can prepare them to succeed in the ever-evolving tech world. Computers have completely changed the way we teach children. We have Mindstorms to thank for that. In this book, pioneering computer scientist Seymour Papert uses the invention of LOGO, the first child-friendly programming language, to make the case for the value of teaching children with computers. Papert argues that children are more than capable of mastering computers, and that teaching computational processes like de-bugging in the classroom can change the way we learn everything else. He also shows that schools saturated with technology can actually improve socialization and interaction among students and between students and teachers. Technology changes every day, but the basic ways that computers can help us learn remain. For thousands of teachers and parents who have sought creative ways to help children learn with computers, Mindstorms is their bible.

Download or read book Tomorrow s Learning Involving Everyone Learning with and about Technologies and Computing written by Arthur Tatnall and published by Springer. This book was released on 2018-01-25 with total page 688 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed post-conference proceedings of the 11th IFIP TC 3 World Conference on Computers in Education, WCCE 2017, held in Dublin, Ireland, in July 2017. The 57 revised full papers and 10 short papers were carefully reviewed and selected from 116 submissions during two rounds of reviewing and improvement. The papers are organized in the following topical sections: futures of technology for learning and education; innovative practices with learning technologies; and computer science education and its future focus and development. Also included is "The Dublin Declaration" which identifies key aspects of innovation, development successes, concerns and interests in relation to ICT and education.

Download or read book Computer Science and Educational Informatization written by Jianhou Gan and published by Springer Nature. This book was released on 2024-02-10 with total page 469 pages. Available in PDF, EPUB and Kindle. Book excerpt: These two volumes constitute the revised selected papers of the 5th International Conference, CSEI 2023, held in Kunming, China, during August 11–13, 2023. The 76 full papers and the 21 short papers included in this volume were carefully reviewed and selected from 297 submissions. They focus on computer science, education informatization and engineering education, innovative application for the deeper integration of education practice and information technology, educational informatization and big data for education.

Download or read book Computer Supported Education written by H. Chad Lane and published by Springer Nature. This book was released on 2020-11-09 with total page 664 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed proceedings of the 11th International Conference on Computer Supported Education, CSEDU 2019, held in Heraklion, Crete, Greece, in May 2019. The 30 revised full papers were carefully reviewed and selected from 202 submissions. The papers cover wide research fields including authoring tools and content development, AV-communication and multimedia, classroom management, e-Learning hardware and software, blended learning, critical success factors in distance learning.

Download or read book Computer Supported Collaborative Learning 2005 written by Timothy Koschmann and published by Routledge. This book was released on 2017-10-03 with total page 803 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Computer Supported Collaborative Learning (CSCL) conference has become an internationally-recognized forum for the exchange of research findings related to learning in the context of collaborative activity and the exploration of how such learning might be augmented through technology. This text is the proceedings from CSCL 2005 held in Taipei, Taiwan. This conference marked the 10th anniversary of the first CSCL Conference held at Indiana University in 1995. Subsequent meetings have been held at the University of Toronto, Stanford University, University of Maastricht (Netherlands), University of Colorado at Boulder, and the University of Bergen (Norway).Just as the first CSCL conference was instrumental in shaping the trajectory of the field in its first decade, the conference in Taipei will play an important role in consolidating an increasingly international and interdisciplinary community and defining the direction of the field for the next 10 years. This volume, and the papers from which it is comprised, will be an important resource for those active in this area of research and for others interested in fostering learning in settings of collaboration.

Download or read book Innovative Technologies and Learning written by Tien-Chi Huang and published by Springer Nature. This book was released on 2020-11-20 with total page 634 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Second International Conference on Innovative Technologies and Learning, ICITL 2020, held in Porto, Portugal, in November 2020. The 65 full papers presented together with 2 short papers were carefully reviewed and selected from 127 submissions. The papers are organized in the following topical sections: Augmented and Virtual Reality in Education; Educational Data Mining and Learning Analytics; Emerging Issues and Trends in Education; Innovative Learning in Education; Online Course and Web-Based Environment; Technology-Enhanced Learning; Application and Design of Innovative Learning Software; and Science, Technology, Engineering, Arts and Design, and Mathematics. Due to the Corona pandemic this event was held virtually.

Download or read book The Proceedings of International Conference on Cloud Computing and eGovernance 2014 written by Kokula Krishna Hari K and published by Association of Scientists, Developers and Faculties. This book was released on 2014-06-18 with total page 133 pages. Available in PDF, EPUB and Kindle. Book excerpt: ICCCEG 2015, is a main annual research conference aimed at presenting current research being carried out. The idea of the conference is for the scientists, scholars, engineers and students from the Universities all around the world and the industry to present ongoing research activities, and hence to foster research relations between the Universities and the industry.

Download or read book Study Material Question Ban written by YCT Expert Team and published by YOUTH COMPETITION TIMES. This book was released on with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: 2022-23 RSSB Study Material & Question Bank

Download or read book Intelligent Learning Systems and Advancements in Computer Aided Instruction Emerging Studies written by Jin, Qun and published by IGI Global. This book was released on 2011-12-31 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book reviews computational models and technologies for distance education, focusing on systems, infrastructures, and frameworks for delivering quality education"--Provided by publisher.

Download or read book Curriculum Development for Intensive English Programs written by Grant Eckstein and published by Taylor & Francis. This book was released on 2022-12-27 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive, contextualized approach to curriculum creation, design, development, and evaluation for Intensive English Programs. The book starts by guiding the reader through the important but often overlooked steps of contextualizing their current or future language curriculum to give decision makers the full picture of what their curriculum is intended to accomplish. Subsequent chapters break down the popular ADDIE (Analyze, Design, Develop, Implement, and Evaluate) model of curricular design into meaningful units focused on learner and context analysis, learning outcomes, assessments, materials, and implementation and evaluation processes. Accessible and engaging chapters include a variety of prompts, activities, and summaries to support learning and implementation. With instruction on how to build a language curriculum from scratch and insights for changing or improving an existing curriculum, this book is a key resource for instructors and program administrators in language programs as well as essential reading in TESOL methods and language curriculum design courses.

Download or read book Investigation Into Individual Trust Development in Computer Mediated Teams written by Xusen Cheng and published by Lulu.com. This book was released on 2010-12-12 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is showing an investigation of how individual trust develops over time in computer mediated teams. The research takes two years to finish, which takes two case studies. This book concerns computer mediated teams, trust development and collaboration. Teamwork has evolved by using the latest facilitated collaboration technology such as GroupSystem(TM). Social factors are important whenever human participants undertake a collaborative project. Trust, which is also an important social factor, is significant within the computer mediated teams. Evidence shows that different levels of trust will lead to different team collaboration. Trust has also been identified as an important issue in computer mediated communication and computer supported collaborative learning teams. Trust development, particularly individual trust development in computer mediated teamwork over time, has become a new branch of the collaboration research.

Download or read book Eurasian Business and Economics Perspectives written by Mehmet Huseyin Bilgin and published by Springer Nature. This book was released on 2022-10-12 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: EBES conferences have been intellectual hub for academic discussion in economics, finance, and business fields and provide network opportunities for participants to make long lasting academic cooperation. This is the 23rd volume of the Eurasian Studies in Business and Economics (EBES’s official proceeding series) which includes selected papers from the 36th EBES Conference – Istanbul. The conference was organized on July 1-3, 2021 in hybrid mode with both online and in-person presentation. In the conference, 141 papers by 311 colleagues from 49 countries were presented. Both theoretical and empirical papers in this volume cover diverse areas of business, economics, and finance from many different regions. Therefore, it provides a great opportunity to colleagues, professionals, and students to catch up with the most recent studies in different fields and empirical findings on many countries and regions.

Download or read book Computer Safety Reliability and Security written by Barbara Gallina and published by Springer. This book was released on 2018-09-03 with total page 575 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of five workshops co-located with SAFECOMP 2018, the 37th International Conference on Computer Safety, Reliability, and Security, held in Västerås, Sweden, in September 2018. The 28 revised full papers and 21 short papers presented together with 5 introductory papers to each workshop were carefully reviewed and selected from 73 submissions. This year's workshops are: ASSURE 2018 – Assurance Cases for Software-Intensive Systems; DECSoS 2018 – ERCIM/EWICS/ARTEMIS Dependable Smart Embedded and Cyber-Physical Systems and Systems-of-Systems; SASSUR 2018 – Next Generation of System Assurance Approaches for Safety-Critical Systems; STRIVE 2018 – Safety, securiTy, and pRivacy In automotiVe systEms; and WAISE 2018 – Artificial Intelligence Safety Engineering. The chapter '“Boxing Clever”: Practical Techniques for Gaining Insights into Training Data and Monitoring Distribution Shift' is available open access under an Open Government License via link.springer.com.

Download or read book International Encyclopedia of Education written by and published by Elsevier. This book was released on 2009-04-17 with total page 6964 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of education has experienced extraordinary technological, societal, and institutional change in recent years, making it one of the most fascinating yet complex fields of study in social science. Unequalled in its combination of authoritative scholarship and comprehensive coverage, International Encyclopedia of Education, Third Edition succeeds two highly successful previous editions (1985, 1994) in aiming to encapsulate research in this vibrant field for the twenty-first century reader. Under development for five years, this work encompasses over 1,000 articles across 24 individual areas of coverage, and is expected to become the dominant resource in the field. Education is a multidisciplinary and international field drawing on a wide range of social sciences and humanities disciplines, and this new edition comprehensively matches this diversity. The diverse background and multidisciplinary subject coverage of the Editorial Board ensure a balanced and objective academic framework, with 1,500 contributors representing over 100 countries, capturing a complete portrait of this evolving field. A totally new work, revamped with a wholly new editorial board, structure and brand-new list of meta-sections and articles Developed by an international panel of editors and authors drawn from senior academia Web-enhanced with supplementary multimedia audio and video files, hotlinked to relevant references and sources for further study Incorporates ca. 1,350 articles, with timely coverage of such topics as technology and learning, demography and social change, globalization, and adult learning, to name a few Offers two content delivery options - print and online - the latter of which provides anytime, anywhere access for multiple users and superior search functionality via ScienceDirect, as well as multimedia content, including audio and video files