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A Beginner's Guide to AI and Edge Computing Artificial Intelligence (AI) is now part of our daily lives. With companies developing low-cost AI-powered hardware into their products, it is now becoming a reality to purchase AI accelerator hardware at comparatively very low costs. One such hardware accelerator is the Hailo module which is fully compatible with the Raspberry Pi 5. The Raspberry Pi AI Kit is a cleverly designed hardware as it bundles an M.2-based Hailo-8L accelerator with the Raspberry Pi M.2 HAT+ to offer high speed inferencing on the Raspberry Pi 5. Using the Raspberry Pi AI Kit, you can build complex AI-based vision applications, running in real-time, such as object detection, pose estimation, instance segmentation, home automation, security, robotics, and many more neural network-based applications. This book is an introduction to the Raspberry Pi AI Kit, and it is aimed to provide some help to readers who are new to the kit and wanting to run some simple AI-based visual models on their Raspberry Pi 5 computers. The book is not meant to cover the detailed process of model creation and compilation, which is done on an Ubuntu computer with massive disk space and 32 GB memory. Examples of pre-trained and custom object detection are given in the book. Two fully tested and working projects are given in the book. The first project explains how a person can be detected and how an LED can be activated after the detection, and how the detection can be acknowledged by pressing an external button. The second project illustrates how a person can be detected, and how this information can be passed to a smart phone over a Wi-Fi link, as well as how the detection can be acknowledged by sending a message from the smartphone to your Raspberry Pi 5.

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In Get Started with MicroPython on Raspberry Pi Pico, you will learn how to use the beginner-friendly language MicroPython to write programs and connect up hardware to make your Raspberry Pi Pico interact with the world around it. Using these skills, you can create your own electro‑mechanical projects, whether for fun or to make your life easier. Microcontrollers, like RP2040 at the heart of Raspberry Pi Pico, are computers stripped back to their bare essentials. You don’t use monitors or keyboards, but program them to take their input from, and send their output to the input/output pins. Using these programmable connections, you can light lights, make noises, send text to screens, and much more. In Get Started with MicroPython on Raspberry Pi Pico, you will learn how to use the beginner-friendly language MicroPython to write programs and connect up hardware to make your Raspberry Pi Pico interact with the world around it. Using these skills, you can create your own electro‑mechanical projects, whether for fun or to make your life easier. The robotic future is here – you just have to build it yourself. We’ll show you how. About the authors Gareth Halfacree is a freelance technology journalist, writer, and former system administrator in the education sector. With a passion for open-source software and hardware, he was an early adopter of the Raspberry Pi platform and has written several publications on its capabilities and flexibility. Ben Everard is a geek who has stumbled into a career that lets him play with new hardware. As the editor of HackSpace magazine, he spends more time than he really should experimenting with the latest (and not-solatest) DIY tech.

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Mastering the Language and the Development Platform Many people would like to learn Java but getting started is not easy since programming with Java requires at least two things: mastering the programming language and the development environment. With the help of many examples, this book shows how the language is structured. In addition, it employs the Eclipse development environment as an example of a powerful tool to teach developing Java programs. In Basics, the first part of the book, you acquire your Java and Eclipse basic knowledge. This part lays the programming foundations, gives you an overview of Java technology, and shows you what is special about object-oriented programming. In the second part called Java Language, everything revolves around the subtleties of the Java language and this is where the first small Java applications are created, aided by a fine blend of the knowledge part and practical exercises. Java Technology is both the name and the focus of the third part which also introduces you to the rules to observe when programming, what class libraries are and what advantages they have. In addition, you will learn how to test programs, what algorithms are, and how to program them. The fourth part, Java Projects, enables you to apply all the previous elements in an application with a graphical user interface. The project shows how to develop a larger application piece by piece with the Eclipse development environment. The Appendix concludes with a section on frequent errors that can occur when working with Eclipse, and a Glossary.

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This book is about teaching the Python programming language using the Raspberry Pi 4 computer. The book makes an introduction to Raspberry Pi 4 and then teaches Python with the topics: variables, strings, arrays, matrices, tuples, lists, dictionaries, user functions, flow of control, printing, keyboard input, graphics, GUI, object oriented programming and many more topics. The book is aimed for beginners, students, practising engineers, hobbyists, and for anyone else who may want to learn to program in Python. The book includes many example programs and case studies. All the example programs and case studies have been tested fully by the author and are all working. The example programs aim to teach the various programming concepts of Python. The case studies cover the use of Python in the analysis and design of electronic circuits. Some of the case study topics are: Resistor colour code identification Resistive potential divider circuits Resistive attenuator design Zener diode voltage regulator design RC and RLC transient circuits Circuit frequency response Saving data on external memory stick Mesh and node circuit analysis using matrices Resonance in RLC circuits Transistor Biasing analysis Transistor amplifier design Design of active filters Interfacing hardware with GPIO, I²C and SPI Using Wi-Fi with Python and TCP/IP and UDP programs Using Bluetooth from Python Full program listings of all the programs used in the book are available at the Elektor website of the book. Readers should be able just to copy and use these programs in their Raspberry Pi projects without any modifications.

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Dieses Buch richtet sich an jeden, der seinen Raspberry Pi mit dem Windows 10 IoT Core betreiben will. Wie das geht, zeigt der Autor mit dem Entwicklungssystem Visual Studio und Visual Basic als Programmiersprache. Inzwischen gibt es eine große Auswahl an kleinen Sensor-Modulen, die problemlos an den Raspberry Pi angeschlossen werden können – auch wenn sie mitunter für andere Systeme beworben werden, wie etwa für den Arduino. Nicht ohne Grund: Einplatinencomputer sind ohne zusätzliche Peripherie für Elektroniker ziemlich nutzlos. Sie stellen zwar die Rechenleistung und ein Betriebssystem bereit, können aber so gut wie gar nicht mit ihrer Umgebung kommunizieren. Damit ein Computer auch Einfluss auf seine Umwelt nehmen kann, sind Sensoren und Aktoren erforderlich, die von einer Software gesteuert werden, die man selber erstellen kann. Als Einstieg in die Materie wird in diesem Buch auf das auch bei Elektor erhältliche 37 Module umfassende Sensor-Kit zurückgegriffen. In diesem populären Set sind die Sensoren auf einer kleinen Platine montiert und mit Steckverbindern ausgestattet, was den Anschluss via Breadboard oder Drahtbrücken vereinfacht. Mit den auch für Einsteiger einfach anzuwendenden Sensor-Modulen lassen sich schnell erste Erfolge erzielen, ohne dass man groß in die Materie der Elektronik einsteigen muss. Die Funktionsweise und Beschaltung der einzelnen Sensoren wird ausführlich erklärt und ihre Verwendung durch die gut dokumentierten Visual Basic-Beispielprogramme leicht nachvollziehbar gemacht.

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This book is about advanced programming of the Raspberry Pi computer using the Python programming language. The book explains in simple terms and with examples: How to configure the Raspberry Pi computer; How to install and use the Linux operating system and the desktop; How to write advanced programs using the Python programming language; How to use graphics in our programs; How to develop hardware based projects using the Raspberry Pi. The book starts with an introduction to the Raspberry Pi computer and covers the topics of purchasing all the necessary accessories and installing and operating the Linux operating system in command mode. The network interface of the RPi is explained in simple steps, demonstrating how the computer can be accessed remotely from a desktop or a laptop computer. The remaining parts of the book cover the Python programming language in detail, including advanced topics such as operating system calls, multitasking, interprocess synchronization and interprocess communication techniques. The important topic of network programming using UDP and TCP protocols is described with working examples. The Tkinter graphical user interface module (GUI) is described in detail with example widgets and programs. The last part of the book includes hardware projects based on using the advanced programming topics such as multitasking and interprocess communication techniques. All the projects given in the book have been fully tested and are working. Complete program listings of all projects are provided with detailed explanations.

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Dieses Buch nimmt Sie mit auf eine spannende Tour durch die Entwicklung von Full-Stack-Webanwendungen mit Raspberry Pi. Sie lernen, wie Sie eine Anwendung von Grund auf erstellen. Sie erwerben Erfahrung und Wissen über Technologien, darunter: Das Linux-Betriebssystem und die Befehlszeile. Die Programmiersprache Python. Die GPIOs (General Purpose Input Output Pins) des Raspberry Pi. Der Nginx-Webserver. Flask Python-Mikroframework für Webanwendungen. JQuery und CSS zum Erstellen von Benutzeroberflächen. Umgang mit Zeitzonen. Erstellen von Diagrammen mit Plotly und Google Charts. Datenerfassung mit Google Sheet. Entwickeln von Applets mit IFTTT. Sichern Sie Ihre Anwendung mit SSL. Empfangen Sie mit Twilio Textnachrichten auf Ihrem Telefon. In diesem Buch erfahren Sie außerdem, wie Sie einen drahtlosen Arduino-Sensorknoten aus der Ferne einrichten und Daten von ihm sammeln. Ihre Raspberry Pi-Webanwendung kann Arduino-Knotendaten auf die gleiche Weise verarbeiten, wie sie Daten von ihrem integrierten Sensor verarbeitet. Raspberry Pi Full Stack vermittelt Ihnen viele Fähigkeiten, die für die Erstellung von Web- und Internet-of-Things-Anwendungen unerlässlich sind. Die Anwendung, die Sie in diesem Projekt erstellen, ist eine Plattform, die Sie erweitern können. Dies ist nur der Anfang dessen, was Sie mit einem Raspberry Pi und den Software- und Hardwarekomponenten tun können, die Sie lernen werden. Dieses Buch wird vom Autor durch einen eigenen Diskussionsbereich unterstützt.

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Program, build, and master 60+ projects with the Wireless RP2040 The Raspberry Pi Pico and Pico W are based on the fast, efficient, and low-cost dual-core ARM Cortex M0+ RP2040 microcontroller chip running at up to 133 MHz and sporting 264 KB of SRAM and 2 MB of Flash memory. Besides spacious memory, the Pico and Pico W offer many GPIO pins, and popular peripheral interface modules like ADC, SPI, I²C, UART, PWM, timing modules, a hardware debug interface, and an internal temperature sensor. The Raspberry Pi Pico W additionally includes an on-board Infineon CYW43439 Bluetooth and Wi-Fi chipset. At the time of writing this book, the Bluetooth firmware was not yet available. Wi-Fi is however fully supported at 2.4 GHz using the 802.11b/g/n protocols. This book is an introduction to using the Raspberry Pi Pico W in conjunction with the MicroPython programming language. The Thonny development environment (IDE) is used in all of the 60+ working and tested projects covering the following topics: Installing the MicroPython on Raspberry Pi Pico using a Raspberry Pi or a PC Timer interrupts and external interrupts Analogue-to-digital converter (ADC) projects Using the internal temperature sensor and external sensor chips Using the internal temperature sensor and external temperature sensor chips Datalogging projects PWM, UART, I²C, and SPI projects Using Bluetooth, WiFi, and apps to communicate with smartphones Digital-to-analogue converter (DAC) projects All projects are tried & tested. They can be implemented on both the Raspberry Pi Pico and Raspberry Pi Pico W, although the Wi-Fi-based subjects will run on the Pico W only. Basic programming and electronics experience are required to follow the projects. Brief descriptions, block diagrams, detailed circuit diagrams, and full MicroPython program listings are given for all projects.

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Der Raspberry Pi wurde ursprünglich für die Forschung und Lehre entwickelt. Der kleine Bastler-PC hat jedoch bewiesen, dass er auch in der Industrie vielseitig einsetzbar ist. Aufgrund der zahlreichen Anwendungen des Raspberry Pi in privaten Hobbykellern und Hochschullabors ist er etlichen angehenden Ingenieuren bereits bekannt, daher ist es nicht verwunderlich, dass er schon in unterschiedlichsten industriellen Betrieben zum Einsatz kommt. Im Gegensatz zu vielen anderen PCs, die in der Industrie verwendet werden, bringt der Raspberry Pi einige Vorteile mit sich. Er ist nicht nur kostengünstig, sondern auch einfach in der Anwendung. Dies zeigt sich besonders anhand der benutzerfreundlichen Standard-Software Raspbian, welche sich sehr einfach und ohne viel Zeitaufwand installieren lässt. Besonders einzigartig ist jedoch die große Support-Community, die über soziale Netzwerke für Hilfe bei der Anwendung und Problemlösungen bereitsteht. Mitbegründer des Raspberry Pi, Eben Upton, sieht Chancen für den Raspberry Pi, in der Industrie Fuß zu fassen und so die industrielle Steuerung erheblich zu erleichtern. Dieses Buch bietet eine anschauliche Übersicht über die Möglichkeiten der industriellen Anwendung des Raspberry Pi. Von Sensoren, Blockchain-Technologie, Industrie-Controller über Automatisierung und KI, werden zahlreiche Anwendungsmöglichkeiten für den Raspberry Pi anschaulich erklärt. Außerdem werden unterschiedlichste Tools zur erweiterten Nutzung des Raspberry Pi sowie die verschiedenen Betriebssysteme vorgestellt. Die Möglichkeiten und Grenzen für den Raspberry Pi in der Industrie und konkrete Anwendungsbeispiele liefern ein realistisches Gesamtbild.

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The Internet of Things is rapidly gaining interest, and that has fueled the development of the Edison. A tiny computer, the size of a postage stamp, with a lot of power and built-in wireless communication capabilities. In this eBook we will help you get up-to-speed with the Edison, by installing the software both on the Edison as well as on your Windows PC. We will use the Edison Arduino break-out board because it is easy to work with. We will discuss Linux, Arduino C++ and Python, and show examples of how the Edison can interface with other hardware. We will use Wi-Fi and Bluetooth to set up wireless connections, and show you a trick to program sketches over Wi-Fi. Once you have completed this book your Edison will be up and running with the latest software version, and you will have sufficient knowledge of both hardware and software to start making your own applications. You will even be able to program the Edison over USB and wireless both in Arduino C++ and Python. This is not a projects eBook, but a toolbox that will allow you to explore the wonderful world of the Intel Edison!

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The Raspberry Pi is a $35 credit-card sized computer with many applications, such as in desktop computing, audio and video playback, and as a controller in many industrial, commercial and domestic applications. This book is about the Raspberry Pi computer and its use in control applications. The book explains in simple terms, with examples, how to configure the RPi, how to install and use the Linux operating system, how to write programs using the Python programming language and how to develop hardware based projects. The book starts with an introduction to the Raspberry Pi computer and covers the topics of purchasing all the necessary equipment and installing/using the Linux operating system in command mode. Use of the user-friendly graphical desktop operating environment is explained using example applications. The RPi network interface is explained in simple steps and demonstrates how the computer can be accessed remotely from a desktop or a laptop computer. The remaining parts of the book cover the Python programming language, hardware development tools, hardware interface details, and RPi based hardware projects. All the 23 projects given in the book have been tested and are working. The following headings are given for each project: Project title Project description Project block diagram Project circuit diagram Project program description using the Program Description Language (PDL) Complete program listing Description of the program The book is ideal for self-study, and is intended for electronic/electrical engineering students, practising engineers, research students, and hobbyists.

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Program, build, and master over 60 projects with Python The Raspberry Pi 5 is the latest single-board computer from the Raspberry Pi Foundation. It can be used in many applications, such as in audio and video media centers, as a desktop computer, in industrial controllers, robotics, and in many domestic and commercial applications. In addition to the well-established features found in other Raspberry Pi computers, the Raspberry Pi 5 offers Wi-Fi and Bluetooth (classic and BLE), which makes it a perfect match for IoT as well as in remote and Internet-based control and monitoring applications. It is now possible to develop many real-time projects such as audio digital signal processing, real-time digital filtering, real-time digital control and monitoring, and many other real-time operations using this tiny powerhouse. The book starts with an introduction to the Raspberry Pi 5 computer and covers the important topics of accessing the computer locally and remotely. Use of the console language commands as well as accessing and using the desktop GUI are described with working examples. The remaining parts of the book cover many Raspberry Pi 5-based hardware projects using components and devices such as LEDs and buzzers LCDs Ultrasonic sensors Temperature and atmospheric pressure sensors The Sense HAT Camera modules Example projects are given using Wi-Fi and Bluetooth modules to send and receive data from smartphones and PCs, and sending real-time temperature and atmospheric pressure data to the cloud. All projects given in the book have been fully tested for correct operation. Only basic programming and electronics experience are required to follow the projects. Brief descriptions, block diagrams, detailed circuit diagrams, and full Python program listings are given for all projects described.

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