Role Of Single Board Computers Sbcs In Rapid Iot Prototyping

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Role of Single Board Computers (SBCs) in Rapid IoT Prototyping

Author : G. R. Kanagachidambaresan
Publisher :
ISBN 13 : 9783030729585
Total Pages : 237 pages
Book Rating : 4.7/5 (295 download)

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Book Synopsis Role of Single Board Computers (SBCs) in Rapid IoT Prototyping by : G. R. Kanagachidambaresan

Download or read book Role of Single Board Computers (SBCs) in Rapid IoT Prototyping written by G. R. Kanagachidambaresan and published by . This book was released on 2021 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents how to program Single Board Computers (SBCs) for Internet of Things (IoT) rapid prototyping with popular tools such as Raspberry Pi, Arduino, Beagle Bone, and NXP boards. The book provides novel programs to solve new technological real-time problems. The author addresses programming, PCB design and Mechanical Cad design all in single volume, easing learners into incorporating their ideas as prototype. The aim of the book is to provide programming, sensors interfacing, PCB design, and Mechanical Cad design to and create rapid prototyping. The author presents the methodologies of rapid prototyping with KiCAD design and Catia software, used to create ready to mount solutions. The book covers scripting- based and drag/drop- based programming for different problems and data gathering approach. Describes how to program Single Board Computers (SBCs) for Internet of Things (IoT) applications; Addresses both script based programming and drag and drop based programming approaches to solve the immediate and ad hoc problems; Includes programming and interfacing of popular SBCs such as Raspberry Pi, Arduino, Beagle Bone and NXP boards.

Role of Single Board Computers (SBCs) in rapid IoT Prototyping

Author : G. R. Kanagachidambaresan
Publisher : Springer Nature
ISBN 13 : 3030729575
Total Pages : 233 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Role of Single Board Computers (SBCs) in rapid IoT Prototyping by : G. R. Kanagachidambaresan

Download or read book Role of Single Board Computers (SBCs) in rapid IoT Prototyping written by G. R. Kanagachidambaresan and published by Springer Nature. This book was released on 2021-05-28 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents how to program Single Board Computers (SBCs) for Internet of Things (IoT) rapid prototyping with popular tools such as Raspberry Pi, Arduino, Beagle Bone, and NXP boards. The book provides novel programs to solve new technological real-time problems. The author addresses programming, PCB design and Mechanical Cad design all in single volume, easing learners into incorporating their ideas as prototype. The aim of the book is to provide programming, sensors interfacing, PCB design, and Mechanical Cad design to and create rapid prototyping. The author presents the methodologies of rapid prototyping with KiCAD design and Catia software, used to create ready to mount solutions. The book covers scripting- based and drag/drop- based programming for different problems and data gathering approach.

Intelligent Control, Robotics, and Industrial Automation

Author : Sanjay Sharma
Publisher : Springer Nature
ISBN 13 : 9819946344
Total Pages : 1039 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Intelligent Control, Robotics, and Industrial Automation by : Sanjay Sharma

Download or read book Intelligent Control, Robotics, and Industrial Automation written by Sanjay Sharma and published by Springer Nature. This book was released on 2023-12-19 with total page 1039 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume comprises peer-reviewed proceedings of the International Conference on Robotics, Control, Automation, and Artificial Intelligence (RCAAI 2022). It aims to provide a broad spectrum picture of the state of art research and development in the areas of intelligent control, the Internet of Things, machine vision, cybersecurity, robotics, circuits, and sensors, among others. This volume will provide a valuable resource for those in academia and industry.

High-Performance Computing Systems and Technologies in Scientific Research, Automation of Control and Production

Author : Vladimir Jordan
Publisher : Springer Nature
ISBN 13 : 3031237447
Total Pages : 326 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis High-Performance Computing Systems and Technologies in Scientific Research, Automation of Control and Production by : Vladimir Jordan

Download or read book High-Performance Computing Systems and Technologies in Scientific Research, Automation of Control and Production written by Vladimir Jordan and published by Springer Nature. This book was released on 2023-01-25 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 12th International Conference on High-Performance Computing Systems and Technologies in Scientific Research, Automation of Control and Production, HPCST 2022, held in Barnaul, Russia, during May 20–21, 2022. The 23 full papers included in this book were carefully reviewed and selected from 116 submissions. They were organized in topical sections as follows: hardware for high-performance computing and signal processing; information technologies and computer simulation of physical phenomena; computing technologies in data analysis and decision making; and computing technologies in information security applications.

Internet of Things Using Single Board Computers

Author : G. R. Kanagachidambaresan
Publisher :
ISBN 13 : 9781484281093
Total Pages : 0 pages
Book Rating : 4.2/5 (81 download)

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Book Synopsis Internet of Things Using Single Board Computers by : G. R. Kanagachidambaresan

Download or read book Internet of Things Using Single Board Computers written by G. R. Kanagachidambaresan and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Rapidly prototype and program new IoT and Edge solutions using low-cost Maker tech, such as those from Arduino, Raspberry Pi and Nvidia. With a focus on the electronics, this book allows experienced computer science students as well as researchers, practitioners, and even hobbyists to dive right into actual engineering of prototypes and not just theoretical programming and algorithms. You'll learn to interface sensors, work with various communication mediums, incorporate wired and wireless communication protocols, and more with these single board computers. All while working in the popular Python programming language. Additionally, you'll discover both scripting-based and drag and drop solutions for different problems. As well as a variety of useful, data gathering approaches. Then you can apply what you've learned to IoT projects and troubleshooting Industry 4.0 problems. The rapid growth of technology and new development initiatives has made the Internet of Things and Edge analytics an inevitable platform in all engineering domains. The need for sophisticated and ambient environments controlled by tech has resulted in an exponential growth of automation and artificial intelligence. Internet of Things Using Single Board Computers reflects these recent developments while providing a low-cost, easy ramp into the fields of IoT using single board computers and Python programming. .

IoT System Design

Author : Alice James
Publisher : Springer Nature
ISBN 13 : 3030858634
Total Pages : 279 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis IoT System Design by : Alice James

Download or read book IoT System Design written by Alice James and published by Springer Nature. This book was released on 2021-09-25 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a step by step design approach to develop and implement an IoT system starting from sensor, interfacing to embedded processor, wireless communication, uploading measured data to cloud including data visualization along with machine learnings and artificial intelligence. The book will be extremely useful towards a hands-on approach of designing and fabricating an IoT system especially for upper undergraduate, master and PhD students, researchers, engineers and practitioners.

Programming with TensorFlow

Author : Kolla Bhanu Prakash
Publisher : Springer Nature
ISBN 13 : 3030570770
Total Pages : 190 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Programming with TensorFlow by : Kolla Bhanu Prakash

Download or read book Programming with TensorFlow written by Kolla Bhanu Prakash and published by Springer Nature. This book was released on 2021-01-22 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: This practical book provides an end-to-end guide to TensorFlow, the leading open source software library that helps you build and train neural networks for deep learning, Natural Language Processing (NLP), speech recognition, and general predictive analytics. The book provides a hands-on approach to TensorFlow fundamentals for a broad technical audience—from data scientists and engineers to students and researchers. The authors begin by working through some basic examples in TensorFlow before diving deeper into topics such as CNN, RNN, LSTM, and GNN. The book is written for those who want to build powerful, robust, and accurate predictive models with the power of TensorFlow, combined with other open source Python libraries. The authors demonstrate TensorFlow projects on Single Board Computers (SBCs).

Internet of Things

Author : Qusay F. Hassan
Publisher : CRC Press
ISBN 13 : 1351651056
Total Pages : 572 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Internet of Things by : Qusay F. Hassan

Download or read book Internet of Things written by Qusay F. Hassan and published by CRC Press. This book was released on 2017-12-15 with total page 572 pages. Available in PDF, EPUB and Kindle. Book excerpt: Internet of Things: Challenges, Advances, and Applications provides a comprehensive introduction to IoT, related technologies, and common issues in the adoption of IoT on a large scale. It surveys recent technological advances and novel solutions for challenges in the IoT environment. Moreover, it provides detailed discussion of the utilization of IoT and its underlying technologies in critical application areas, such as smart grids, healthcare, insurance, and the automotive industry. The chapters of this book are authored by several international researchers and industry experts. This book is composed of 18 self-contained chapters that can be read, based on interest. Features: Introduces IoT, including its history, common definitions, underlying technologies, and challenges Discusses technological advances in IoT and implementation considerations Proposes novel solutions for common implementation issues Explores critical application domains, including large-scale electric power distribution networks, smart water and gas grids, healthcare and e-Health applications, and the insurance and automotive industries The book is an excellent reference for researchers and post-graduate students working in the area of IoT, or related areas. It also targets IT professionals interested in gaining deeper knowledge of IoT, its challenges, and application areas.

Internet of Things

Author : Ravi Ramakrishnan
Publisher : CRC Press
ISBN 13 : 042994344X
Total Pages : 192 pages
Book Rating : 4.4/5 (299 download)

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Book Synopsis Internet of Things by : Ravi Ramakrishnan

Download or read book Internet of Things written by Ravi Ramakrishnan and published by CRC Press. This book was released on 2019-06-04 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: The concept of Internet of Things has silently existed since the late nineteenth century but in the current decade expectations and excitement has peaked. However not many have understood the profound change that it can usher in. How big this change can be and how it can transform our working!! This book aims to bring in this realization with illustrative and practical case studies with comprehensive concepts. From beginners to practitioners in the field of academics or industry, it serves as a comprehensive yet easy to comprehend source of information on the multiple facets of IoT. Simplistic but comprehensive introduction of the facets of primarily the industrial IoT Practical adoption cases explaining the Core technology stack and business applications Comprehensive view of current technologies which complete the IoT delivery ecosystem, followed by overview of IoT enabled new business models. Realistic view of how industrial firms can evolve into the next stage of maturity along with determinants influencing this transformation since manufacturing is envisioned to be a key segment to adopt and benefit from IoT. Detailed analysis of IoT benefits for the universal triad- energy management, logistics optimization and distribution channel management. A full-fledged case study on Adoption of Green manufacturing using IoT. Real world example of gauging End User perception using different models which is important for a successful adoption of IoT. A futuristic visionary view of IoT as comprehended based on evolution of technology and platforms, and finally analysis of the extremely crucial concepts of security, privacy and governance.

IoT based Projects

Author : Dr. Rajesh Singh
Publisher : BPB Publications
ISBN 13 : 9389328527
Total Pages : 148 pages
Book Rating : 4.3/5 (893 download)

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Book Synopsis IoT based Projects by : Dr. Rajesh Singh

Download or read book IoT based Projects written by Dr. Rajesh Singh and published by BPB Publications. This book was released on 2020-02-13 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: Create your own IoT projects DESCRIPTIONÊÊ The book has been written in such a way that the concepts are explained in detail. It is entirely based on the practical experience of the authors while undergoing projects with students and industries, giving adequate emphasis on circuits and code examples. To make the topics more comprehensive, circuit diagrams, photographs and code samples are furnished extensively throughout the book. The book is conceptualized and written in such a way that the beginner readers will find it very easy to understand and implement the circuits and programs. The objective of this book is to discuss the various projects based on the Internet of Things (IoT). KEY FEATURESÊÊ Comprehensive coverage of various aspects of IoT concepts Covers various Arduino boards and shields Simple language, crystal clear approach and straight forward comprehensible presentation Adopting user-friendly style for the explanation of circuits and examplesÊ Includes basics of Raspberry Pi and related projects WHAT WILL YOU LEARNÊÊ Internet of Things, IoT-Based Smart Camera, IoT-Based Dust SamplerÊ Learn to create ESP8266-Based Wireless Web Server and Air Pollution Meter Using Raspberry Pi, Smart Garage Door, Baggage Tracker, Smart Trash Collector, Car parking system, Home Automation Windows 10 on Raspberry and know to create Wireless Video Surveillance Robot Using Raspberry PiÊ WHO THIS BOOK IS FORÊÊ Students pursuing BE/BSc/ME/MSc/BTech/MTech in Computer Science, Electronics, Electrical. TABLE OF CONTENTS 1. ESP8266-Based Wireless Web Server 2. Air Pollution Meter Using Raspberry Pi 3. Smart Garage Door 4. Baggage Tracker 5. Smart Trash Collector 6. Car parking system 7. Home Automation 8. Environmental Parameter Monitoring 9. Intelligent System for the Blind 10. Sign to Speech Using the IoTs 11. Windows 10 on Raspberry 12. Wireless Video Surveillance Robot Using Raspberry PiÊ 13. IoT-Based Smart Camera 14. IoT-Based Dust Sampler and Air Quality Monitoring System

JavaScript on Things

Author : Lyza Gardner
Publisher : Simon and Schuster
ISBN 13 : 1638355878
Total Pages : 731 pages
Book Rating : 4.6/5 (383 download)

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Book Synopsis JavaScript on Things by : Lyza Gardner

Download or read book JavaScript on Things written by Lyza Gardner and published by Simon and Schuster. This book was released on 2018-02-22 with total page 731 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary JavaScript on Things is your first step into the exciting and downright entertaining world of programming for small electronics. If you know enough JavaScript to hack a website together, you'll be making things go bleep, blink, and spin faster than you can say "nodebot." Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Are you ready to make things move? If you can build a web app, you can create robots, weather stations, and other funky gadgets! In this incredibly fun, project-based guide, JavaScript hardware hacker Lyza Danger Gardner takes you on an incredible journey from your first flashing LED through atmospheric sensors, motorized rovers, Bluetooth doorbells, and more. With JavaScript, some easy-to-get hardware, and a bit of creativity, you'll be beeping, spinning, and glowing in no time. About the Book JavaScript on Things introduces the exciting world of programming small electronics! You'll start building things immediately, beginning with basic blinking on Arduino. This fully illustrated, hands-on book surveys JavaScript toolkits like Johnny-Five along with platforms including Raspberry Pi, Tessel, and BeagleBone. As you build project after interesting project, you'll learn to wire in sensors, hook up motors, transmit data, and handle user input. So be warned: once you start, you won't want to stop. What's Inside Controlling hardware with JavaScripti Designing and assembling robots and gadgets A crash course in electronics Over a dozen hands-on projects! About the Reader Written for readers with intermediate JavaScript and Node.js skills. No experience with electronics required. About the Author Lyza Danger Gardner has been a web developer for over 20 years. She's part of the NodeBots community and a contributor to the Johnny-Five Node.js library. Table of Contents PART 1 - A JAVASCRIPTER'S INTRODUCTION TO HARDWARE Bringing JavaScript and hardware together Embarking on hardware with Arduino How to build circuits PART 2 - PROJECT BASICS: INPUT AND OUTPUT WITH JOHNNY-FIVE Sensors and input Output: making things happen Output: making things move PART 3 - MORE SOPHISTICATED PROJECTS Serial communication Projects without wires Building your own thing PART 4 - USING JAVASCRIPT WITH HARDWARE IN OTHER ENVIRONMENTS JavaScript and constrained hardware Building with Node.js and tiny computers In the cloud, in the browser, and beyond

Hands-On Embedded Programming with C++17

Author : Maya Posch
Publisher : Packt Publishing Ltd
ISBN 13 : 1788834321
Total Pages : 442 pages
Book Rating : 4.7/5 (888 download)

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Book Synopsis Hands-On Embedded Programming with C++17 by : Maya Posch

Download or read book Hands-On Embedded Programming with C++17 written by Maya Posch and published by Packt Publishing Ltd. This book was released on 2019-01-31 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: Build safety-critical and memory-safe stand-alone and networked embedded systems Key FeaturesKnow how C++ works and compares to other languages used for embedded developmentCreate advanced GUIs for embedded devices to design an attractive and functional UIIntegrate proven strategies into your design for optimum hardware performanceBook Description C++ is a great choice for embedded development, most notably, because it does not add any bloat, extends maintainability, and offers many advantages over different programming languages. Hands-On Embedded Programming with C++17 will show you how C++ can be used to build robust and concurrent systems that leverage the available hardware resources. Starting with a primer on embedded programming and the latest features of C++17, the book takes you through various facets of good programming. You’ll learn how to use the concurrency, memory management, and functional programming features of C++ to build embedded systems. You will understand how to integrate your systems with external peripherals and efficient ways of working with drivers. This book will also guide you in testing and optimizing code for better performance and implementing useful design patterns. As an additional benefit, you will see how to work with Qt, the popular GUI library used for building embedded systems. By the end of the book, you will have gained the confidence to use C++ for embedded programming. What you will learnChoose the correct type of embedded platform to use for a projectDevelop drivers for OS-based embedded systemsUse concurrency and memory management with various microcontroller units (MCUs)Debug and test cross-platform code with LinuxImplement an infotainment system using a Linux-based single board computerExtend an existing embedded system with a Qt-based GUICommunicate with the FPGA side of a hybrid FPGA/SoC systemWho this book is for If you want to start developing effective embedded programs in C++, then this book is for you. Good knowledge of C++ language constructs is required to understand the topics covered in the book. No knowledge of embedded systems is assumed.

Smart Systems Design, Applications, and Challenges

Author : Rodrigues, João M.F.
Publisher : IGI Global
ISBN 13 : 1799821145
Total Pages : 459 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Smart Systems Design, Applications, and Challenges by : Rodrigues, João M.F.

Download or read book Smart Systems Design, Applications, and Challenges written by Rodrigues, João M.F. and published by IGI Global. This book was released on 2020-02-28 with total page 459 pages. Available in PDF, EPUB and Kindle. Book excerpt: Smart systems when connected to artificial intelligence (AI) are still closely associated with some popular misconceptions that cause the general public to either have unrealistic fears about AI or to expect too much about how it will change our workplace and life in general. It is important to show that such fears are unfounded, and that new trends, technologies, and smart systems will be able to improve the way we live, benefiting society without replacing humans in their core activities. Smart Systems Design, Applications, and Challenges provides emerging research that presents state-of-the-art technologies and available systems in the domains of smart systems and AI and explains solutions from an augmented intelligence perspective, showing that these technologies can be used to benefit, instead of replace, humans by augmenting the information and actions of their daily lives. The book addresses all smart systems that incorporate functions of sensing, actuation, and control in order to describe and analyze a situation and make decisions based on the available data in a predictive or adaptive manner. Highlighting a broad range of topics such as business intelligence, cloud computing, and autonomous vehicles, this book is ideally designed for engineers, investigators, IT professionals, researchers, developers, data analysts, professors, and students.

Building Embedded Systems

Author : Changyi Gu
Publisher : Apress
ISBN 13 : 1484219198
Total Pages : 337 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis Building Embedded Systems by : Changyi Gu

Download or read book Building Embedded Systems written by Changyi Gu and published by Apress. This book was released on 2016-05-26 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: Develop the software and hardware you never think about. We're talking about the nitty-gritty behind the buttons on your microwave, inside your thermostat, inside the keyboard used to type this description, and even running the monitor on which you are reading it now. Such stuff is termed embedded systems, and this book shows how to design and develop embedded systems at a professional level. Because yes, many people quietly make a successful career doing just that. Building embedded systems can be both fun and intimidating. Putting together an embedded system requires skill sets from multiple engineering disciplines, from software and hardware in particular. Building Embedded Systems is a book about helping you do things in the right way from the beginning of your first project: Programmers who know software will learn what they need to know about hardware. Engineers with hardware knowledge likewise will learn about the software side. Whatever your background is, Building Embedded Systems is the perfect book to fill in any knowledge gaps and get you started in a career programming for everyday devices. Author Changyi Gu brings more than fifteen years of experience in working his way up the ladder in the field of embedded systems. He brings knowledge of numerous approaches to embedded systems design, including the System on Programmable Chips (SOPC) approach that is currently growing to dominate the field. His knowledge and experience make Building Embedded Systems an excellent book for anyone wanting to enter the field, or even just to do some embedded programming as a side project. What You Will Learn Program embedded systems at the hardware level Learn current industry practices in firmware development Develop practical knowledge of embedded hardware options Create tight integration between software and hardware Practice a work flow leading to successful outcomes Build from transistor level to the system level Make sound choices between performance and cost Who This Book Is For Embedded-system engineers and intermediate electronics enthusiasts who are seeking tighter integration between software and hardware. Those who favor the System on a Programmable Chip (SOPC) approach will in particular benefit from this book. Students in both Electrical Engineering and Computer Science can also benefit from this book and the real-life industry practice it provides.

Getting Started with the micro:bit

Author : Wolfram Donat
Publisher : Maker Media, Inc.
ISBN 13 : 1680452983
Total Pages : 185 pages
Book Rating : 4.6/5 (84 download)

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Book Synopsis Getting Started with the micro:bit by : Wolfram Donat

Download or read book Getting Started with the micro:bit written by Wolfram Donat and published by Maker Media, Inc.. This book was released on 2017-08-24 with total page 185 pages. Available in PDF, EPUB and Kindle. Book excerpt: The micro:bit, a tiny computer being distributed by the BBC to students all over the UK, is now available for anyone to purchase and play with. Its small size and low power requirements make it an ideal project platform for hobbyists and makers. You don't have to be limited by the web-based programming solutions, however: the hardware on the board is deceptively powerful, and this book will teach you how to really harness the power of the micro:bit. You'll learn about sensors, Bluetooth communications, and embedded operating systems, and along the way you'll develop an understanding of the next big thing in computers: the Internet of Things.

Exploring BeagleBone

Author : Derek Molloy
Publisher : John Wiley & Sons
ISBN 13 : 1118935217
Total Pages : 601 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis Exploring BeagleBone by : Derek Molloy

Download or read book Exploring BeagleBone written by Derek Molloy and published by John Wiley & Sons. This book was released on 2014-12-05 with total page 601 pages. Available in PDF, EPUB and Kindle. Book excerpt: In-depth instruction and practical techniques for building with the BeagleBone embedded Linux platform Exploring BeagleBone is a hands-on guide to bringing gadgets, gizmos, and robots to life using the popular BeagleBone embedded Linux platform. Comprehensive content and deep detail provide more than just a BeagleBone instruction manual—you’ll also learn the underlying engineering techniques that will allow you to create your own projects. The book begins with a foundational primer on essential skills, and then gradually moves into communication, control, and advanced applications using C/C++, allowing you to learn at your own pace. In addition, the book’s companion website features instructional videos, source code, discussion forums, and more, to ensure that you have everything you need. The BeagleBone’s small size, high performance, low cost, and extreme adaptability have made it a favorite development platform, and the Linux software base allows for complex yet flexible functionality. The BeagleBone has applications in smart buildings, robot control, environmental sensing, to name a few; and, expansion boards and peripherals dramatically increase the possibilities. Exploring BeagleBone provides a reader-friendly guide to the device, including a crash course in computer engineering. While following step by step, you can: Get up to speed on embedded Linux, electronics, and programming Master interfacing electronic circuits, buses and modules, with practical examples Explore the Internet-connected BeagleBone and the BeagleBone with a display Apply the BeagleBone to sensing applications, including video and sound Explore the BeagleBone’s Programmable Real-Time Controllers Hands-on learning helps ensure that your new skills stay with you, allowing you to design with electronics, modules, or peripherals even beyond the BeagleBone. Insightful guidance and online peer support help you transition from beginner to expert as you master the techniques presented in Exploring BeagleBone, the practical handbook for the popular computing platform.

Raspberry Pi Computer Vision Programming

Author : Ashwin Pajankar
Publisher : Packt Publishing Ltd
ISBN 13 : 1800201028
Total Pages : 306 pages
Book Rating : 4.8/5 (2 download)

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Book Synopsis Raspberry Pi Computer Vision Programming by : Ashwin Pajankar

Download or read book Raspberry Pi Computer Vision Programming written by Ashwin Pajankar and published by Packt Publishing Ltd. This book was released on 2020-06-29 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: Perform a wide variety of computer vision tasks such as image processing and manipulation, feature and object detection, and image restoration to build real-life computer vision applications Key FeaturesExplore the potential of computer vision with Raspberry Pi and Python programmingPerform computer vision tasks such as image processing and manipulation using OpenCV and Raspberry PiDiscover easy-to-follow examples and screenshots to implement popular computer vision techniques and applicationsBook Description Raspberry Pi is one of the popular single-board computers of our generation. All the major image processing and computer vision algorithms and operations can be implemented easily with OpenCV on Raspberry Pi. This updated second edition is packed with cutting-edge examples and new topics, and covers the latest versions of key technologies such as Python 3, Raspberry Pi, and OpenCV. This book will equip you with the skills required to successfully design and implement your own OpenCV, Raspberry Pi, and Python-based computer vision projects. At the start, you'll learn the basics of Python 3, and the fundamentals of single-board computers and NumPy. Next, you'll discover how to install OpenCV 4 for Python 3 on Raspberry Pi, before covering major techniques and algorithms in image processing, manipulation, and computer vision. By working through the steps in each chapter, you'll understand essential OpenCV features. Later sections will take you through creating graphical user interface (GUI) apps with GPIO and OpenCV. You'll also learn to use the new computer vision library, Mahotas, to perform various image processing operations. Finally, you'll explore the Jupyter Notebook and how to set up a Windows computer and Ubuntu for computer vision. By the end of this book, you'll be able to confidently build and deploy computer vision apps. What you will learnSet up a Raspberry Pi for computer vision applicationsPerform basic image processing with libraries such as NumPy, Matplotlib, and OpenCVDemonstrate arithmetical, logical, and other operations on imagesWork with a USB webcam and the Raspberry Pi Camera ModuleImplement low-pass and high-pass filters and understand their applications in image processingCover advanced techniques such as histogram equalization and morphological transformationsCreate GUI apps with Python 3 and OpenCVPerform machine learning with K-means clustering and image quantizationWho this book is for This book is for beginners as well as experienced Raspberry Pi and Python 3 enthusiasts who are looking to explore the amazing world of computer vision. Working knowledge of the Python 3 programming language is assumed.