Projects Using Arduino IDE and the LVGL Graphics Library
The ESP32 is probably one of the most popular microcontrollers used by many people, including students, hobbyists, and professional engineers. Its low cost, coupled with rich features makes it a popular device to use in many projects. Recently, a board called the ESP32 Cheap Yellow Display (CYD for short) is available from its manufacturers. The board includes a standard ESP32 microcontroller together with a 320x240 pixel TFT display. Additionally, the board provides several connectors for interfaces such as GPIO, serial port (TX/RX), power and Ground. The inclusion of a TFT display is a real advantage as it enables users to design complex graphics-based projects without resorting to an external LCD or graphics displays.
The book describes the basic hardware of the ESP32 CYD board and provides details of its on-board connectors. Many basic, simple, and intermediate-level projects are given in the book based on the ESP32 CYD, using the highly popular Arduino IDE 2.0 integrated development environment. The use of both the basic graphics functions and the use of the popular LVGL graphics library are discussed in the book and projects are given that use both types of approaches.
All the projects given in the book have been tested and are working. The block diagram, circuit diagram, and the complete program listings and program descriptions of all the projects are given with explanations. Readers can use the LVGL graphics library to design highly popular eye-catching full-color graphics projects using widgets such as buttons, labels, calendars, keypads, keyboards, message boxes, spinboxes, sliders, charts, tables, menus, bars, switches, drop-down lists, animations, and many more widgets.
Learn to Build Intelligent Embedded Systems
Build smarter embedded systems with Arduino UNO Q. This book gives you the tools, knowledge, and confidence to turn ideas into intelligent, working solutions using the Arduino UNO Q platform. Discover how to build intelligent embedded systems with the Arduino UNO Q and AI.
Unlock the full potential of the Arduino UNO Q, a next-generation platform that combines the real-time power of the STM32U585 microcontroller with the flexibility of a Qualcomm Dragonwing QRB2210 microprocessor.
Learn how to rapidly prototype real-world applications using the Arduino IDE for low-level embedded control and Python in Arduino App Lab for high-level development.
Build confidence through hands-on projects that guide you step by step from basic board features to complete working systems.
Explore ready-to-use, AI based Arduino App Lab examples and see how they can jump-start your development and reduce time to deployment.
Step into the world of Edge AI with a clear, practical introduction to Edge Impulse Studio—no prior AI experience required.
Follow a complete, real-world workflow to create a Keyword Spotting AI application, covering data collection, model training, optimization, and on-device inference using the Edge Impulse Studio.
Bridge the gap between embedded systems and machine learning and learn how to bring intelligence directly onto your hardware.
Perfect for embedded engineers, educators, students, and makers looking to stay ahead in AI-enabled product development.
Praktische Anwendungen und Projekte mit Arduino, ESP32 und RP2040
Tauchen Sie ein in die faszinierende Welt der Regelungstechnik mit Arduino und ESP32! Dieses Buch bietet Ihnen einen praxisnahen Einstieg in die klassischen und modernen Methoden der Regelung, darunter PID-Regler, Fuzzy-Logik und Sliding-Mode-Regler.
Im ersten Teil lernen Sie die Grundlagen der beliebten Arduino-Controller, wie den Arduino Uno und den ESP32, sowie die Integration von Sensoren für Temperatur- und pH-Messung (NTC, PT100, PT1000, pH-Sensor). Sie erfahren, wie diese Sensoren in verschiedenen Projekten eingesetzt werden und wie Sie Daten auf einem Nextion TFT-Display visualisieren.
Weiter geht es mit der Einführung in Stellglieder wie MOSFET-Schalter, H-Brücken und Solid-State-Relais, die zur Steuerung von Motoren und Aktoren verwendet werden. Sie lernen, Regelstrecken zu analysieren und zu modellieren, einschließlich PT1- und PT2-Regelungen.
Der Schwerpunkt des Buches liegt auf der Implementierung von Fuzzy- und PID-Reglern zur Regelung von Temperatur und DC-Motoren. Dabei werden sowohl der Arduino Uno als auch der ESP32 eingesetzt. Zudem wird der Sliding-Mode-Regler vorgestellt.
Im vorletzten Kapitel erkunden Sie die Grundlagen neuronaler Netze und lernen, wie maschinelles Lernen auf einem Arduino eingesetzt werden kann. Im letzten Kapitel gibt es noch ein praktisches Beispiel für einen Fuzzy-Regler zur Stromeinspeisung ins Hausnetz.
Dieses Buch ist die perfekte Wahl für Ingenieure, Studierende und Elektroniker, die ihre Projekte mit innovativen Regelungstechniken erweitern möchten.
Although the Arduino isn’t a novelty any longer, there are still many beginners who want to try programming and development with a microcontroller, and to them, it is all new. All beginnings can be difficult, though they should be light and enjoyable.
You do not need much or expensive equipment for the examples. The circuits are built on a small breadboard, and, if necessary, connected to an Arduino Uno, which you can program on a Windows PC. You will find clear examples of how to build all circuits, ensuring easy and error-free reproduction.
Projects Discussed
Current & Voltage – How it all began
Arduino Hardware
Arduino Programming
The Electrical Circuit
Measuring with the Multimeter
Circuit Diagrams and Breadboards
Creating Circuit Diagrams
Breadboard Views with Fritzing
Online Circuit Simulation
Indispensable: Resistors (Part 1)
Hands-on with Resistors (Part 2)
Variable Resistors
Diodes: One-way Street for Current
The Transistor Switch
Electromagnetism
Relays and Motors
op-amps: Operational Amplifiers
Capacitors
The NE555 Timer
PWM and Analogue Values with Arduino
7-Segment Temperature Display
Introduction to Soldering and LCDs
This complete STM32 microcontroller programming course features a textbook, a component kit, hands-on projects, and a comprehensive online course. It is ideal for step-by-step learning of embedded systems programming in MicroPython using a practical, hands-on approach.
A Practical Introduction to Embedded Systems with the STM32
This course is designed for people who are new to embedded systems and looking for a structured, example-driven way to get started. A kit of parts comprising LEDs and resistors, switches, sensors and actuators, displays, a breadboard and wires, and more is included. These are used in the course to illustrate example applications.
No prior experience with MicroPython or embedded development is required. Each section features hands-on examples and mini projects designed to reinforce key concepts and inspire deeper exploration. By the end of the course, you’ll be able not only to reproduce the examples but also to build on them with your own ideas and applications.
What Will You Learn?
Microcontroller programming in MicroPython on the STM32 using the Thonny IDE
Working with Digital I/O, read buttons and encoders, control LEDs and relays
Read analog inputs, voltages, and analog sensors
Generating analog output signals and PWM
Use serial communication like UART, I²C and SPI to control displays and read digital sensors and SD cards
Managing time
Working with interrupts
Real-time sensor input and control via buttons, LEDs, and displays
Control actuators like relays and servo motors
Who Is It For?
Students and self-learners exploring embedded systems
Makers and IoT enthusiasts looking to improve their hardware skills
Educators and trainers seeking ready-to-teach material
What's Inside the Box?
Access to the full course on the Elektor Academy Pro Learning Platform
STM32 NUCLEO-F411RE microcontroller board
Book: MicroPython for STM32
Downloadable project files for every module
Component Box:
2× LED, red, 5 mm
LED, green, 5 mm
3× Resistor, 470 Ω, 0.25 W
LDR
Potentiometer, 10 kΩ, linear
Pushbutton
Rotary encoder module
Relay module
DHT22 Humidity & Temperature Sensor
TM1637-compatible 4-digit 7-segment display
MPU-6050 IMU with headers
SSD1306-compatible I²C OLED display
Micro SD card adapter with header
Buzzer
SG90 Micro Servo
ILI9341-compatible SPI 240×320 TFT display
20× Jumper wires
Breadboard
This bundle includes the Red Pitaya STEMlab 125-14 PRO Gen 2 Starter Kit and the new book "Experimenting with Red Pitaya STEMlab Gen 2".
The Red Pitaya STEMlab 125-14 PRO Gen 2 Starter Kit is a powerful and flexible platform for signal processing, data acquisition, and electronic measurement applications. Designed for engineers, developers, researchers, and educators, this kit provides everything required to start building advanced measurement and control systems.
At the core of the kit is the STEMlab 125-14 PRO Gen 2 board, an upgraded and ultra-lightweight development platform. Powered by the Xilinx Zynq-7010 SoC with 512 MB of RAM, it combines FPGA programmability with ARM processing power to enable high-performance instrumentation and custom signal-processing solutions.
The board offers 14-bit ADC and DAC resolution, a 125 MS/s sampling rate, an input range of ±20 V, and up to 60 MHz bandwidth. Its improved low-noise analog front-end, USB-C connectivity, and compact design make it suitable for demanding applications such as RF development, radar systems, photonics research, software-defined radio (SDR), and industrial automation.
The Starter Kit includes all essential accessories for immediate use: a microSD card with preinstalled operating system, power supply, Ethernet cable for remote access, two 100 MHz oscilloscope probes, and SMA-to-BNC adapters for flexible signal connections.
The Red Pitaya STEMlab 125-14 PRO Gen 2 Starter Kit is an excellent platform for rapid prototyping, FPGA development, measurement instrumentation, and advanced electronics experimentation.
Features
14-bit ADC and DAC resolution
125 MS/s sampling rate
±20 V input range
Up to 60 MHz bandwidth
Xilinx Zynq-7010 SoC (FPGA + ARM processor)
512 MB RAM
Low-noise analog front- and back-ends
Applications
RF development and testing
Radar and wireless systems
Software-defined radio (SDR)
Photonics and optical research
Industrial automation and control systems
Signal analysis and instrumentation
Rapid prototyping of electronic measurement systems
Specifications
Processor
Dual-core ARM Cortex-A9
FPGA
AMD Xilinx Zynq-7010 SoC
RAM
512 MB (4 Gb)
Storage
microSD card (up to 32 GB)
Operating System
Linux-based Red Pitaya OS
ADC Resolution
14-bit
DAC Resolution
14-bit
Bandwidth
60 MHz (DC)
Sampling Rate
125 MS/s
Analog Input Channels
2
Analog Output Channels
2
Input Voltage Range
±1 V (LV) / ±20 V (HV)
Input Impedance
1 MΩ / 10 pF
Output Voltage Range
±1 V
Ethernet
1x Gigabit Ethernet (RJ45)
USB
2x USB-C 2.0 (for power and console)
Digital I/O
16x GPIO (3.3 V)
Communication Interfaces
I²C, SPI, UART, CAN
Power Supply
5 V/3 A via USB-C
Dimensions
106.8 x 60.0 x 17.9 mm
Included
1x Red Pitaya STEMlab 125-14 PRO Gen 2 board
2x 100 MHz oscilloscope probes
2x SMA-to-BNC adapters
1x microSD card with preinstalled OS
1x USB-C Power supply
1x Ethernet cable
Downloads
Documentation
Schematics
Book: Experimenting with Red Pitaya STEMlab Gen 2
With this new book, Red Pitaya goes beyond a versatile board. It becomes a powerful laboratory instrument for precision measurement, analysis, and control.
From the fundamentals of electronic project development, monitoring, control, and design to testing, this book walks you step-by-step through everything you need to know to harness the full potential of Red Pitaya hardware and software.
The book presents real-time, FPGA-based projects that are developed on a PC using the Vivado environment, then transferred to the Red Pitaya for execution and testing.
You will learn about enhanced performance, expanded I/O capabilities, improved FPGA features, and advanced connectivity options that open up new frontiers for precision measurement, monitoring, and control in your embedded applications.
Inside the book you will discover:
A deep dive into Red Pitaya architecture and hardware design
Electronic experiments using Red Pitaya for measurement and monitoring
Hands-on projects using the Python programming language
Practical guidance for FPGA programming using Red Pitaya
Red Pitaya FPGA projects using the Verilog HDL under Vivado IDE
Practical design of electronic projects including measurement and testing
Step-by-step examples that bridge theory and real-world implementation
Whether you are designing your own electronic circuits, developing signal analysis tools, or creating real-time control or monitoring systems, this book provides you the knowledge and confidence you need to fully learn and customize the Red Pitaya platform.
Buch: Logic Analyzer im Einsatz
Schritt-für-Schritt-Anleitungen führen Sie in die Analyse moderner Protokolle von I²C, SPI, UART, RS-232, NeoPixel, WS28xx, HD44780 und 1-Wire ein. Anhand von zahlreichen Experimentierschaltungen mit dem Raspberry Pi Pico, Arduino Uno und dem Bus Pirate üben Sie die praxisnahe Anwendung gängiger USB-Logikanalysatoren ein.
Alle in diesem Buch vorgestellten Experimentierschaltungen wurden vollständig getestet und sind funktionsfähig. Die notwendigen Programmlistings sind enthalten, es sind keine besonderen Programmier- oder Elektronikkenntnisse für diese Schaltungen notwendig. Es werden die Programmiersprachen MicroPython und C mit den Entwicklungsumgebungen Thonny und Arduino IDE eingesetzt.
Dieses Buch verwendet mehrere Modelle flexibler und weit verbreiteter USB-Logikanalysatoren und zeigt die Stärken und Schwächen jeder Preisklasse. Sie werden kennenlernen, welche Kriterien für Ihre Arbeit wichtig sind und in der Lage sein, das für Sie passende Gerät zu finden.
Egal ob Arduino, Raspberry Pi oder Raspberry Pi Pico: Die abgebildeten Beispielschaltungen ermöglichen einen schnellen Start in die Protokollanalyse und können auch als Grundlage für eigene weitere Experimente dienen.
Sie werden alle wichtigen Begriffe und Zusammenhänge kennenlernen, eigene Experimente durchführen, selbstständig Protokolle analysieren und nach der Lektüre dieses Buches – im Bereich der digitalen Signale und Protokolle – ein umfassendes Wissen aufgebaut haben.
USB Logic Analyzer (8 Kanäle, 24 MHz)
Dieser USB Logic Analyzer ist ein 8-Kanal-Logikanalysator, bei dem jeder Eingang doppelt für die analoge Datenaufzeichnung dient. Es eignet sich perfekt zum Debuggen und Analysieren von Signalen wie I²C, UART, SPI, CAN und 1-Wire. Dabei wird ein digitaler Eingang, der mit einem zu testenden Gerät (DUT) verbunden ist, mit einer hohen Abtastrate abgetastet. Die Verbindung zum PC erfolgt via USB.
Technische Daten
Kanäle
8 digitale Kanäle
Maximale Abtastrate
24 MHz
Maximale Eingangsspannung
0 V ~ 5 V
Betriebstemperatur
0°C ~ 70°C
Eingangsimpedanz
1 MΩ || 10 pF
Unterstützte Protokolle
I²C, SPI, UART, CAN, 1-Wire etc.
PC-Verbindung
USB
Abmessungen
55 x 28 x 14 mm
Downloads
Software
Dieses Bundle enthält:
Buch: Logic Analyzer im Einsatz (Einzelpreis: 40 €)
USB Logic Analyzer (8 Kanäle, 24 MHz) (Einzelpreis: 20 €)
USB-Kabel
Jumper Wire Ribbon Kabel
Elektor GREEN en GOLD leden kunnen deze uitgave hier downloaden.
Nog geen lid? Klik hier om een lidmaatschap af te sluiten.
USB-meetadaptertest stroom en signaalkwaliteit van USB-poorten
4...20 mA stroom-uitgang voor Arduino Unobetrouwbare, EMI-ongevoelige current loop-interface
Automatische stofzuigerschakelaarhoud uw werkplek schoon
DDS-generator met ATtiny
Opamp-tester v2nieuwe print – nu ook voor SMD’s
550-mW audio ‘Lamp-Amp’voor die warme buizenklank
Zekeringbewakerhoud zekeringen in de gaten met een knipper-LED
Hoogwaardige RIAA-voorversterkerhaal het beste uit uw vinylplaten!
Kalibratie voor draaitafelsArduino-gebaseerde 100/120Hz-stroboscoop
Elektor Classics: Video-versterker
Dimmer met IR-afstandsbedieningcomfortabel en elegant staande halogeen- of LED-lampen regelen
Het gebruik van switch…case bij strings in C++/Arduino IDE
Magneetzoekermet een eenvoudige Hall-effect-sensor
Raspberry Pi: slimme aan/uit-knopeen oplossing voor de Raspberry Pi tot aan model 4
Professionele tipsvan makers voor makers
Praktische projecten met de 555-timerDC-motorbesturing en snelle reactie-uitdaging
Eenvoudige ‘aan-verklikker’spaar energie met een simpele schakeling
Powerpacks parallelschakelendrie dagen ononderbroken stroom
VFO tot 15 MHzimplementatie met Raspberry Pi Pico
Vioolstemmer met ATtiny202
Elektor Classics: Video-ingangsversterker voor zwart/wit-TV
Capaciteitsmeter20 pF tot 600 nF
Quasi-analoog uurwerk Mk IItwee LED-ringen – voor uren en minuten
Niets is onmogelijk(met hulp van het Arduino-ecosysteem)
Neon dobbelsteen
Elektor Classics: RTTY-afstemhulp
Inspirerende hardware-ontwerpen voor uw ESP’s
Elektor Classics: 3 A voeding
RGB-LED’s met geïntegreerde stuurkringlicht met precisie: ICLED’s zetten de standaard
Experiment: een mixed-signal Theremin?moderne time-of-flight sensoren plus de tijdloze analoge XR2206
ESP32 audio-transceiver (deel 1)SD-kaart WAV-speler demo
Elektor infographicschakelingen en schakelingontwerp 2025
Kleine audiomixereenvoudig, veelzijdig en schaalbaar
Slimme timer voor trapverlichtingbespaar op uw energierekening!
Maak uw rolluiken slimmerVelux-hardware besturen met een ESP32 en MQTT
Solid-state voetenwarmercomfortabel en energiezuinig
Is de M5Stamp Fly-quadcopter de nieuwe Tello?
Vergroot het WiFi-bereik van de ESP32-C3 SuperMinieenvoudige en effectieve antennemodificatie
ZD-8968 hetelucht-soldeerstationbudgetvriendelijk werkpaard of gebakken lucht?
Parkeersensor-testervind defecten in het PDC-systeem van een auto
Get Cracking with the Arduino Nano V3, Nano Every, and Nano 33 IoT
The seven chapters in this book serve as the first step for novices and microcontroller enthusiasts wishing to make a head start in Arduino programming. The first chapter introduces the Arduino platform, ecosystem, and existing varieties of Arduino Nano boards. It also teaches how to install various tools needed to get started with Arduino Programming. The second chapter kicks off with electronic circuit building and programming around your Arduino. The third chapter explores various buses and analog inputs. In the fourth chapter, you get acquainted with the concept of pulse width modulation (PWM) and working with unipolar stepper motors.
In the fifth chapter, you are sure to learn about creating beautiful graphics and basic but useful animation with the aid of an external display. The sixth chapter introduces the readers to the concept of I/O devices such as sensors and the piezo buzzer, exploring their methods of interfacing and programming with the Arduino Nano. The last chapter explores another member of Arduino Nano family, Arduino Nano 33 IoT with its highly interesting capabilities. This chapter employs and deepens many concepts learned from previous chapters to create interesting applications for the vast world of the Internet of Things.
The entire book follows a step-by-step approach to explain concepts and the operation of things. Each concept is invariably followed by a to-the-point circuit diagram and code examples. Next come detailed explanations of the syntax and the logic used. By closely following the concepts, you will become comfortable with circuit building, Arduino programming, the workings of the code examples, and the circuit diagrams presented. The book also has plenty of references to external resources wherever needed.
An archive file (.zip) comprising the software examples and Fritzing-style circuit diagrams discussed in the book may be downloaded free of charge below.
Open-Source-Code mit Arduino IDE und PlatformIO
Autonomes Fahren: GPS, Accelerometer, Gyroskop
PS3-Controller
Mikrocontroller wie der Arduino und Einplatinenrechner wie der Raspberry Pi haben sich zu beliebten Komponenten entwickelt. Dritter im Bunde ist der ESP32 der Firma Espressif. Mikrocontroller dieser Baureihe zeichnen sich durch eine Vielzahl implementierter Funktionen aus, die bei einem Arduino konventioneller Prägung mit einem Atmel-AVR-Mikrocontroller erst mit weiterer Hardware möglich sind. Prominentes Beispiel sind hier die WiFi- und Bluetooth-Funktionalitäten. Gegenüber einem Raspberry Pi zeichnen sie sich durch einen deutlich geringeren Preis aus.
Allgemeine Informationen für die Realisierung eines Roboterauto-Projekts mit dem ESP32 sind leicht zu finden. Dabei handelt es sich aber oft nur um Ausführungen zu einem Teilaspekt, ohne inhaltliche oder funktionale Abstimmung. So ist nicht nur die Beschaffung der benötigten Informationen mühselig und zeitaufwändig, sie kann auch außerordentlich fehlerträchtig sein.
Ansatzpunkt dieses Buches ist, diese Lücke zu schließen. Es geht auf verschiedene Möglichkeiten eines Chassis ein, vermittelt nötige Kenntnisse und führt schrittweise von einer einfachen Motorsteuerung zu einem komplexen sensor- und sprachgesteuerten Roboterauto. Hacks rund um GPS und eine PlayStation 3 runden die Sache ab.
Inhalt
Bei der Reihenfolge der Kapitel wurde versucht – beginnend bei der Darstellung von grundlegenden Informationen – über die Lösung einfacher Aufgaben zu etwas anspruchsvolleren Techniken zu führen.
Der Mikrocontroller ESP32
Die Software erstellen
Die Stromversorgung
Rund um die Hardware
Das Chassis
Der Gleichstrommotor
Kabellose Steuerung über WiFi
Mit Sensoren Hindernisse erkennen
Eine eigene Roboterauto-App
Servo und Lichtsensor
GPS
Accelerometer / Gyroskop
PS3-Controller
Roboterauto-App
Hinweis zur Software
Die Dateien haben das Suffix (.cpp). Grund ist die Entwicklung mit PlatformIO. Mit Copy & Paste sollten sie auch in der Arduino-IDE verwendet werden können.
A Project-Based Introduction to Microcontrollers and Drone Control
A Practical Introduction to Embedded Systems with the ESP32
This book is intended for readers who are new to embedded systems and looking for a structured, example-driven way to begin. If you’ve explored general-purpose electronics or Arduino-based resources but found them too broad or lacking in practical application, this guide offers a more focused alternative.
With a small, affordable set of components – such as LEDs, sensors, an OLED screen and a motion sensor – you’ll build and work with the same hardware setup throughout the book. This allows you to focus on learning and experimenting without constant reconfiguration.
Topics include:
Understanding and programming the ESP32 microcontroller
Using the Arduino IDE to write and deploy code
Exploring cyber-physical systems, culminating in basic drone control
No prior experience with Arduino or embedded development is required. Each section includes hands-on examples and mini-projects designed to reinforce core concepts and encourage deeper exploration. By the end, you’ll be equipped not only to reproduce the book’s examples, but also to extend them toward your own ideas and applications.
Whether your interest is in learning embedded programming, building interactive systems, or exploring educational drone control, this book provides a clear and practical path to getting started.
This hands-on bundle lets you build real Edge AI applications with the Raspberry Pi
Raspberry Pi AI HAT+ (13 TOPS)
The Raspberry Pi AI HAT+ (13 TOPS) is an expansion board designed for the Raspberry Pi 5, featuring an integrated Hailo AI accelerator. This add-on offers a cost-effective, efficient, and accessible approach to incorporating high-performance AI capabilities, with applications spanning process control, security, home automation, and robotics.
The AI HAT+ connects via the Raspberry Pi 5’s PCIe Gen3 interface. When the Raspberry Pi 5 is running a current version of the Raspberry Pi OS, it automatically detects the onboard Hailo accelerator, making the neural processing unit (NPU) available for AI tasks. Additionally, the rpicam-apps camera applications included in Raspberry Pi OS seamlessly support the AI module, automatically using the NPU for compatible post-processing functions.
Raspberry Pi Camera Module 3
Raspberry Pi Camera Module 3 is a compact camera from Raspberry Pi. It offers an IMX708 12-megapixel sensor with HDR, and features phase detection autofocus. Camera Module 3 is available in standard and wide-angle variants, both of which are available with or without an infrared cut filter.
Camera Module 3 can be used to take full HD video as well as stills photographs, and features an HDR mode up to 3 megapixels. Its operation is fully supported by the libcamera library, including Camera Module 3’s rapid autofocus feature: this makes it easy for beginners to use, while offering plenty for advanced users. Camera Module 3 is compatible with all Raspberry Pi computers.
Book: Edge AI Made Practical – AI Projects for the Raspberry Pi with the AI HAT+
Edge AI is transforming everyday devices by putting intelligence where it matters most: directly inside the hardware. With on-device inference, a camera can recognize a visitor instantly, a phone can translate speech without streaming audio to the cloud, and a wearable can detect anomalies in real time—fast, private, and reliable even when the network disappears.
This book is your practical guide to building exactly those kinds of systems with the Raspberry Pi AI HAT+ and the Hailo-8L accelerator. You’ll start with clear foundations: core AI and machine-learning concepts, how neural networks work, and what truly distinguishes Edge AI from cloud AI—plus an honest look at ethical considerations and future impacts.
This bundle contains:
Book: Edge AI Made Practical
Raspberry Pi AI HAT+ (13 TOPS)
Raspberry Pi Camera Module 3
Active Cooler for Raspberry Pi 5
FPC Display Cable for Raspberry Pi 5 (300 mm)
Elektor Component Kit
40-pin GPIO Header
Traffic Light Module
LED red 5 V with built-in resistor
LED yellow 5 V with built-in resistor
LED green 5 V with built-in resistor
LED blue 5 V with built-in resistor
Breadboard (400 Tie-points)
10 Dupont wires male-female
DHT22 sensor module
Servo motor
Required
Raspberry Pi 5