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.
Arduino-compatible, ESP32-controlled, 2-wheeled Balancing Robot
The Elektor Mini-Wheelie is an experimental autonomous self-balancing robot platform. Based on an ESP32-S3 microcontroller, the self-balancing robot is fully programmable using the Arduino environment and open-source libraries. Its wireless capabilities allow it to be controlled remotely over Wi-Fi, Bluetooth or ESP-NOW or to communicate with a user or even another robot.
An ultrasonic transducer is available for detecting obstacles. Its color display can be used for displaying cute facial expressions or, for the more down-to-earth users, cryptic debug messages.
The robot comes as a neat kit of parts that you must assemble yourself. Everything is included, even a screwdriver.
Note: The Mini-Wheelie is an educational development platform intended for learning, experimentation, and robotics development. It is not classified as a toy for children, and its features, documentation, and intended audience reflect this purpose. The product is aimed at students, educators, and developers who wish to explore robotics, programming, and hardware integration in an educational setting.
Specifications
ESP32-S3 microcontroller with Wi-Fi and Bluetooth
MPU6050 6-axis Inertial Measurement Unit (IMU)
Two independently controlled 12 V electric motors with tachometer
Ultrasonic transducer
2.9" TFT color display (320 x 240)
MicroSD card slot
Battery power monitor
3S rechargeable Li-Po battery (11.1 V/2200 mAh)
Battery charger included
Arduino-based open-source software
Dimensions (W x L x H): 23 x 8 x 13 cm
Included
1x ESP32-S3 Mainboard + MPU6050 module
1x LCD board (2.9 inch)
1x Ultrasonic sensor
1x Battery pack (2200 mAh)
1x Battery charger
1x Motor tyre kit
1x Case board
1x Acrylic board
1x Screwdriver
1x Protective strip
1x Flex cable B (8 cm)
1x Flex cable A (12 cm)
1x Flex cable C
4x Copper column A (25 mm)
4x Copper column B (55 mm)
4x Copper column C (5 mm)
2x Plastic nylon column
8x Screws A (10 mm)
24x Screws B (M3x5)
8x Nuts
24x Metal washers
2x Zip tie
1x MicroSD card (32 GB)
Downloads
Documentation
Discover endless creativity with the Universal Maker Sensor Kit, designed for use with Raspberry Pi, Pico W, Arduino, and ESP32. This versatile kit offers compatibility across popular development platforms, including Arduino Uno R4 Minima/WiFi, Uno R3, Mega 2560, Raspberry Pi 5, 4, 3B+, 3B, Zero, Pico W, and ESP32.
Featuring over 35 sensors, actuators, and displays, it's perfect for projects ranging from environmental monitoring and smart home automation to robotics and interactive gaming. Step-by-step tutorials in C/C++, Python, and MicroPython guide beginners and experienced makers alike through 169 exciting projects.
Features
Wide Compatibility: Fully supports Arduino (Uno R3, Uno R4 Minima/WiFi, Mega 2560), Raspberry Pi (5, 4, 3B+, 3B, Zero, Pico W), and ESP32, enabling extensive flexibility across numerous development platforms. Includes instructions for building 169 projects.
Comprehensive Components: Features more than 35 sensors, actuators, and display modules suitable for diverse projects such as environmental monitoring, smart home automation, robotics, and interactive game controllers.
Detailed Tutorials: Provides clear, step-by-step tutorials covering Arduino, Raspberry Pi, Pico W, ESP32, and each included component. Tutorials are available in C/C++, Python, and MicroPython, catering effectively to both beginners and experienced makers.
Suitable for All Skill Levels: Offers structured projects designed to guide users seamlessly from beginner to advanced proficiency in electronics and programming, enhancing creativity and technical expertise.
Included
Breadboard
Button Module
Capacitive Soil Moisture Module
Flame Sensor Module
Gas/Smoke Sensor Module (MQ2)
Gyroscope & Accelerometer Module (MPU6050)
Hall Sensor Module
Infrared Speed Sensor Module
IR Obstacle Avoidance Sensor Module
Joystick Module
PCF8591 ADC DAC Converter Module
Photoresistor Module
PIR Motion Module (HC-SR501)
Potentiometer Module
Pulse Oximeter and Heart Rate Sensor Module (MAX30102)
Raindrop Detection Module
Real Time Clock Module (DS1302)
Rotary Encoder Module
Temperature Sensor Module (DS18B20)
Temperature and Humidity Sensor Module (DHT11)
Temperature, Humidity & Pressure Sensor (BMP280)
Time of Flight Micro-LIDAR Distance Sensor (VL53L0X)
Touch Sensor Module
Ultrasonic Sensor Module (HC-SR04)
Vibration Sensor Module (SW-420)
Water Level Sensor Module
I²C LCD 1602
OLED Display Module (SSD1306)
RGB LED Module
Traffic Light Module
5 V Relay Module
Centrifugal Pump
L9110 Motor Driver Module
Passive Buzzer Module
Servo Motor (SG90)
TT Motor
ESP8266 Module
JDY-31 Bluetooth Module
Power Supply Module
Documentation
Online Tutorial
Program and Build Raspberry Pi 5 Based Ham Station Utilities with the RTL-SDR
The RTL-SDR devices (V3 and V4) have gained popularity among radio amateurs because of their very low cost and rich features. A basic system may consist of a USB based RTL-SDR device (dongle) with a suitable antenna, a Raspberry Pi 5 computer, a USB based external audio input-output adapter, and software installed on the Raspberry Pi 5 computer. With such a modest setup, it is possible to receive signals from around 24 MHz to over 1.7 GHz.
This book is aimed at amateur radio enthusiasts and electronic engineering students, as well as at anyone interested in learning to use the Raspberry Pi 5 to build electronic projects. The book is suitable for both beginners through experienced readers. Some knowledge of the Python programming language is required to understand and eventually modify the projects given in the book. A block diagram, a circuit diagram, and a complete Python program listing is given for each project, alongside a comprehensive description.
The following popular RTL-SDR programs are discussed in detail, aided by step-by-step installation guides for practical use on a Raspberry Pi 5:
SimpleFM
GQRX
SDR++
CubicSDR
RTL-SDR Server
Dump1090
FLDIGI
Quick
RTL_433
aldo
xcwcp
GPredict
TWCLOCK
CQRLOG
klog
Morse2Ascii
PyQSO
Welle.io
Ham Clock
CHIRP
xastir
qsstv
flrig
XyGrib
FreeDV
Qtel (EchoLink)
XDX (DX-Cluster)
WSJT-X
The application of the Python programming language on the latest Raspberry Pi 5 platform precludes the use of the programs in the book from working on older versions of Raspberry Pi computers.
This bundle contains the popular Elektor Sand Clock for Raspberry Pi Pico and the new Elektor Laser Head Upgrade, offering even more options for displaying the time. Not only can you "engrave" the current time in sand, you can now alternatively write it on a glow-in-the-dark foil or create green drawings.
Contents of the bundle
Elektor Sand Clock for Raspberry Pi Pico (normal price: €50)
Elektor Laser Head Upgrade for Sand Clock (normal price: €35)
Elektor Sand Clock for Raspberry Pi (Raspberry Pi-based Eye Catcher)
A standard sand clock just shows how time passes. In contrast, this Raspberry Pi Pico-controlled sand clock shows the exact time by "engraving" the four digits for hour and minute into the layer of sand. After an adjustable time the sand is flattened out by two vibration motors and everything begins all over again.
At the heart of the sand clock are two servo motors driving a writing pen through a pantograph mechanism. A third servo motor lifts the pen up and down. The sand container is equipped with two vibration motors to flatten the sand. The electronic part of the sand clock consists of a Raspberry Pi Pico and an RTC/driver board with a real-time clock, plus driver circuits for the servo motors.
A detailed construction manual is available for downloading.
Features
Dimensions: 135 x 110 x 80 mm
Build time: approx. 1.5 to 2 hours
Included
3x Precut acrylic sheets with all mechanical parts
3x Mini servo motors
2x Vibration motors
1x Raspberry Pi Pico
1x RTC/driver board with assembled parts
Nuts, bolts, spacers, and wires for the assembly
Fine-grained white sand
Elektor Laser Head Upgrade for Sand Clock
The new Elektor Laser Head transforms the Sand Clock into a clock that writes the time on glow-in-the-dark film instead of sand. In addition to displaying the time, it can also be used to create ephemeral drawings. The 5 mW laser pointer, with a wavelength of 405 nm, produces bright green drawings on the glow-in-the-dark film. For best results, use the kit in a dimly lit room. Warning: Never look directly into the laser beam!
The kit includes all the necessary components, but soldering three wires is required.
Note: This kit is also compatible with the original Arduino-based Sand Clock from 2017. For more details, see Elektor Magazine 1-2/2017 and Elektor Magazine 1-2/2018.
Book: Logic Analyzers in Practice
Step-by-step instructions guide you through the analysis of modern protocols such as I²C, SPI, UART, RS-232, NeoPixel, WS28xx, HD44780 and 1-Wire. With the help of numerous experimental circuits based on the Raspberry Pi Pico, Arduino Uno and the Bus Pirate, you will learn the practical application of popular USB logic analyzers.
All the experimental circuits presented in this book have been fully tested and are fully functional. The necessary program listings are included – no special programming or electronics knowledge is required for these circuits. The programming languages used are MicroPython and C along with the development environments Thonny and Arduino IDE.
This book uses several models of flexible and widely available USB logic analyzers and shows the strengths and weaknesses of each price range.
You will learn about the criteria that matter for your work and be able to find the right device for you.
Whether Arduino, Raspberry Pi or Raspberry Pi Pico, the example circuits shown allow you to get started quickly with protocol analysis and can also serve as a basis for your own experiments.
After reading this book, you will be familiar with all the important terms and contexts, conduct your own experiments, analyze protocols independently, culminating in a comprehensive knowledge set of digital signals and protocols.
USB Logic Analyzer (8-ch, 24 MHz)
This USB Logic Analyzer is an 8-channel logic analyzer with each input dual purposed for analog data recording. It is perfect for debugging and analyzing signals like I²C, UART, SPI, CAN and 1-Wire. It operates by sampling a digital input connected to a device under test (DUT) at a high sample rate. The connection to the PC is via USB.
Specifications
Channels
8 digital channels
Maximum sampling rate
24 MHz
Maximum input voltage
0 V ~ 5 V
Operating temperature
0°C ~ 70°C
Input impedance
1 MΩ || 10 pF
Supported protocols
I²C, SPI, UART, CAN, 1-Wire, etc.
PC connection
USB
Dimensions
55 x 28 x 14 mm
Downloads
Software
This bundle contains:
Book 'Logic Analyzers in Practice' (normal price: €35)
USB Logic Analyzer (8-ch, 24 MHz) (normal price: €20)
USB Cable
Jumper Wire Ribbon Cable
This complete Raspberry Pi Pico microcontroller programming course features a textbook, a component kit, hands-on projects, and a comprehensive online course with simulations. 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 Raspberry Pi Pico
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 Arduino 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 with the Raspberry Pi Pico 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
Raspberry Pi Pico microcontroller board + USB cable
Book: Programming Microcontrollers in MicroPython
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
All Programming Courses (and differences in content)
Course
Arduino
Raspberry Pi Pico with Arduino C/C++
ESP32 with Arduino C/C++
Raspberry Pi Pico with MicroPython
ESP32 with MicroPython
Online Course
Access to Arduino Course
Access to Pico with Arduino C/C++ Course
Access to ESP32 with Arduino C/C++ Course
Access to Pico with MicroPython Course
Access to ESP32 with MicroPython Course
Board
Uno R3
Raspberry Pi Pico
ESP32
Raspberry Pi Pico
ESP32
Book
Programming Microcontrollers in C/C++ Using Arduino
Programming Microcontrollers in C/C++ Using Arduino
Programming Microcontrollers in C/C++ Using Arduino
Programming Microcontrollers in MicroPython
Programming Microcontrollers in MicroPython
Kit
40-piece Component Box
40-piece Component Box
40-piece Component Box
40-piece Component Box
40-piece Component Box
Over 40 Fully Tested ESP32 Projects Using Arduino IDE and the LVGL Graphics Library
This bundle includes the ESP32 Cheap Yellow Display (CYD) – a compact development board combining a standard ESP32 microcontroller with a 320x240 pixel TFT color display. The board also features multiple connectors for GPIO, serial communication (TX/RX), power, and ground. The built-in display is a major advantage, allowing users to create complex, graphics-based projects without the need for external LCDs or displays.
The accompanying book introduces the CYD board's hardware and on-board connectors in detail. It provides a range of beginner to intermediate-level projects developed using the popular Arduino IDE 2.0. Both basic graphics functions and the powerful LVGL graphics library are covered, with practical projects illustrating each approach.
All included projects have been fully tested and are ready to use. The book provides block diagrams, circuit schematics, complete code listings, and step-by-step explanations. With the LVGL library, readers can create modern, full-color graphical interfaces using widgets such as buttons, labels, sliders, calendars, keyboards, charts, tables, menus, animations, and more.
ESP32 Cheap Yellow Display Board
This development board (also known as "Cheap Yellow Display") is powered by the ESP-WROOM-32, a dual-core MCU with integrated Wi-Fi and Bluetooth capabilities. It operates at a main frequency of up to 240 MHz, with 520 KB SRAM, 448 KBROM, and a 4 MB Flash memory. The board features a 2.8-inch display with a resolution of 240x320 and resistive touch.
Furthermore, the board includes a backlight control circuit, touch control circuit, speaker drive circuit, photosensitive circuit, and RGB-LED control circuit. It also provides a TF card slot, serial interface, DHT11 temperature and humidity sensor interface, and additional IO ports.
The module supports development in Arduino IDE, ESP-IDE, MicroPython, and Mixly.
Applications
Image transmission for Smart Home device
Wireless monitoring
Smart agriculture
QR wireless recognition
Wireless positioning system signal
And other IoT applications
Specifications
Microcontroller
ESP-WROOM-32 (Dual-core MCU with integrated Wi-Fi and Bluetooth)
Frequency
Up to 240 MHz (computing power is up to 600 DMIPS)
SRAM
520 KB
ROM
448 KB
Flash
4 MB
Operating voltage
5 V
Power consumption
approx. 115 mA
Display
2.8-inch color TFT screen (240 x 320)
Touch
Resistive Touch
Driver chip
ILI9341
Dimensions
50 x 86 mm
Weight
50 g
Downloads
GitHub
This bundle contains:
The ESP32 Cheap Yellow Display Book (normal price: €35)
ESP32 Cheap Yellow Display Board (normal price: €25)
1x ESP32 Dev Board with 2.8" Display and acrylic Shell
1x Touch pen
1x Connector cable
1x USB cable
Specifications
Dual ARM Cortex-M0+ @ 133 MHz
264 kB on-chip SRAM in six independent banks
Support for up to 16 MB of off-chip Flash memory via dedicated QSPI bus
DMA controller
Fully-connected AHB crossbar
Interpolator and integer divider peripherals
On-chip programmable LDO to generate core voltage
2x on-chip PLLs to generate USB and core clocks
30x GPIO pins, 4 of which can be used as analogue inputs
Peripherals
2x UARTs
2x SPI controllers
2x I²C controllers
16x PWM channels
USB 1.1 controller and PHY, with host and device support
8x PIO state machines
What you'll get
10x bare RP2040 chips
This bundle gives you everything you need to get started right away with the XIAO ESP32-C3 development board. Learn the fundamentals of the ESP32-C3 and build practical projects with Wi-Fi, Bluetooth, sensors, displays, PWM, Deep Sleep, and much more.
Book: Build Smart Projects with the XIAO ESP32-C3 Board
The XIAO ESP32-C3 board combines the ultra-compact form factor of the XIAO series with the full capabilities of the ESP32-C3 chip, including integrated Wi-Fi and Bluetooth 5.0. This book is a comprehensive, hands-on guide to getting the most out of this powerful yet affordable development board.
The author takes readers from the fundamentals to advanced projects. Starting with LED blinking and dimming, the book progresses to ADC and PWM for precise sensor interfacing and PWM-controlled lighting effects before moving on to building practical, real-world applications, including:
A Wi-Fi weather station with an OLED display and real-time online weather data
An ultrasonic parking assistant with audible feedback
A refrigerator monitoring probe with climate sensing and Deep Sleep for years of battery operation
A retro Pong game controlled by a touch-free sensor
A microphone-based party app that responds to claps
And much more: lighting control, reaction-time measurement, mains frequency analysis, soil moisture sensing, ambient LED lighting, and 7-segment displays
Seeed Studio XIAO ESP32C3
Seeed Studio XIAO ESP32C3 has equipped a highly-integrated ESP32-C3 chip, built around a 32-bit RISC-V chip processor with a four-stage pipeline that operates at up to 160 MHz.
The board equips highly-integrated ESP32-C3 SoC. The chip has been installed with a complete 2.4 GHz Wi-Fi subsystem which means it supports Station mode, SoftAP mode, SoftAP & Station mode, and promiscuous mode for multiple Wi-Fi applications. It works under an ultra-low power state, also supporting features of Bluetooth 5 and Bluetooth mesh. There are 400 KB SRAM & 4 MB Flash on the chip, allowing for more programming space, and bringing more possibilities to the IoT control scenarios.
Applications
Internet of Things
Wearable devices
Health monitoring
Education
Low-Power networking
Rapid prototyping
Specifications
Processor
ESP32-C3 SoC
RISC-V single-core 32-bit chip processor with a four-stage pipeline that operates at up to 160 MHz
Wireless
Complete 2.4GHz Wi-Fi subsystem
Bluetooth Low Energy 5.0/ Bluetooth Mesh
On-chip Memory
400 KB SRAM & 4 MB Flash
Interface
1x UART, 1x I²C, 1x SPI, 11x GPIO (PWM), 4x ADC
1x Reset button, 1x Boot button
Power (Typ.)
Max 3.3 V Output Current: 500 mA Test Condition: BAT Pin Input @ 3.8 V Source Capability: 3 A
Charging current: 380 mA(Fast) / 40 mA(Trickle)
Input voltage (VIN): 5 VInput voltage (BAT): 3.7 V
Deep Sleep Power Consumption
Deep Sleep Mode: 44 μA
Wi-Fi Enabled Power Consumption
Active Mode: 75 mA
Modem-sleep Mode: 25 mA
Light-sleep Mode: 4 mA
BLE Enabled Power Consumption
Modem-sleep Mode: 27 mA
Light-sleep Mode: 10 mA
Dimensions
21 x 17.8 mm
Included
1x Seeed Studio XIAO ESP32C3
1x Antenna
2x 7-pin header
Downloads
Wiki
Datasheet
This bundle contains:
Book: Build Smart Projects with the XIAO ESP32-C3 Board (normal price: €35)
Board: Seeed Studio XIAO ESP32C3 (normal price: €10)
Van de makers van MagPi, het officiële Raspberry Pi-magazine
Ga aan de slag met Raspberry Pi 5, de nieuwste en beste in de Raspberry Pi-microcomputerlijn; leer programmeren en creeren met deze fantastische computer.
Daarnaast zijn er nog genoeg dingen die je kunt doen met Raspberry Pi 4, Raspberry Pi Zero 2 W en Raspberry Pi Pico W in dit handboek.
Met de nieuwste recensies, tutorials, projectpresentaties, handleidingen en nog veel meer is dit je ultieme bron voor Raspberry Pi!
228 pagina’s Raspberry Pi
Alles wat je moet weten over de Raspberry Pi 5
Snelle en praktische gids voor elke Raspberry Pi
Beleef serieus plezier met elektronica en de Pico W
Inspirerende projecten voor uw volgende bouwidee
Leer μPython door een “handheld” te bouwen
Aan de slag met de Raspberry Pi Camera-module
Kunstmatige Intelligentie; bouw je eigen GPT Chatbot
Entièrement mise à jour pour le Raspberry Pi 5
Raspberry Pi 5 est un petit ordinateur intelligent, de construction britannique qui regorge de potentiel. Fabriqué à l'aide d'un processeur économe en énergie, le Raspberry Pi est conçu pour vous aider à apprendre le codage, découvrir comment fonctionne un ordinateur et construire vos propres projets uniques et incroyables. Ce guide est conçu pour vous montrer à quel point il est facile de démarrer.
Apprendre à :
Configurez votre Raspberry Pi, installez son système d'exploitation, et commencez à utiliser cet ordinateur entièrement fonctionnel.
Commencez à coder des projets, avec des guides étape par étape utilisant les langages de programmation Scratch 3, Python et MicroPython.
Expérimentez en connectant des composants électroniques, et amusez-vous à créer des projets incroyables.
Nouveauté de la 5ème édition :
Mise à jour pour les derniers ordinateurs Raspberry Pi : Raspberry Pi 5 et Raspberry Pi Zèro 2 W.
Couvre le dernier système d'exploitation Raspberry Pi.
Comprend un nouveau chapitre sur le Raspberry Pi Pico !
Téléchargements
GitHub