#IoT Starter Kit for Arduino Projects

[purpletechnologies]

IoT Starter Kit for Arduino Projects | Diykit Solutions

Explore the IoT Starter Kit for Arduino Projects at Diykit Solutions! Unleash your creativity with our diverse DIY kits in electronics, robotics, and crafts, featuring high-quality materials from trusted suppliers.

IoT Starter Kit for Arduino Projects

[makers-muse]

Must-Have Equipment for a High-Tech STEM Lab in Agartala Schools !

A STEM Lab in Agartala is essential for schools looking to provide hands-on learning experiences in Science, Technology, Engineering, and Mathematics (STEM). The right equipment empowers students to explore robotics, AI, IoT, and coding, preparing them for future careers in technology and innovation. 

1. Robotics Kits – Bringing Machines to Life 

Robotics kits are a fundamental part of a STEM Lab in Agartala. These kits allow students to build, program, and operate robots, developing skills in mechanical design, coding, and automation. 

Popular Robotics Kits for Schools: 

LEGO Mindstorms – Easy-to-use and perfect for beginners 

VEX Robotics – Great for competitive robotics challenges 

Arduino-Based Kits – Best for learning electronics and programming 

Raspberry Pi Robotics – Helps students explore AI and IoT applications 

By using robotics, students can understand real-world automation concepts, preparing them for industries like automotive, healthcare, and smart city development. 

2. 3D Printers & Prototyping Tools – Turning Ideas into Reality 

A STEM Lab in Agartala should have 3D printers that enable students to design and create physical models, turning their ideas into reality. 

Why 3D Printing is Important for STEM? 

Enhances creativity and problem-solving 

Helps students prototype engineering and design projects 

Provides hands-on learning in manufacturing and material science 

Top 3D Printers for STEM Labs: 

Ultimaker 3D Printers – Reliable and easy to use 

Creality Ender Series – Affordable and beginner-friendly 

Prusa i3 MK3 – Advanced features for high-quality prints 

With 3D printing in STEM Labs, students can create robot parts, engineering models, medical prosthetics, and more. 

3. AI & IoT Development Kits – The Future of Smart Technology 

Artificial Intelligence (AI) and the Internet of Things (IoT) are shaping the future. A STEM Lab in Agartala must introduce students to these technologies using development kits like: 

Arduino & ESP32 Kits – Learn IoT applications 

Raspberry Pi with AI Camera – Explore computer vision and automation 

Google AIY Kits – Hands-on experience in AI-based voice and image recognition 

Students can build smart home systems, automated vehicles, and machine learning models, preparing for careers in AI and IoT development. 

4. Coding and Programming Tools – Essential for Future Engineers 

Every STEM Lab in Agartala must have programming tools that teach coding to students of all levels. Coding is essential for developing apps, websites, games, and AI systems. 

Best Coding Platforms for STEM Education: 

Scratch – Ideal for beginners 

Python – Best for AI and data science 

C++ & Java – Industry-standard programming languages 

MIT App Inventor – Great for creating mobile applications 

By integrating coding and programming into the STEM Lab, students gain logical thinking and problem-solving skills that are highly valued in tech careers. 

5. Virtual Reality (VR) & Augmented Reality (AR) Kits – Immersive Learning 

A STEM Lab in Agartala should include VR and AR tools to provide immersive learning experiences. These technologies allow students to visualize complex concepts and explore new environments. 

Benefits of VR & AR in STEM Education: 

Recommended VR/AR Kits: 

Oculus Quest 2 – For interactive VR experiences 

Google Expeditions – Best for classroom AR applications 

Merge Cube – Affordable AR tool for schools 

With VR and AR in STEM education, students gain deeper insights into scientific and engineering concepts. 

6. Electronics & Circuitry Kits – Building Blocks of Innovation 

Electronics play a vital role in a STEM Lab in Agartala. With circuitry kits, students can learn the basics of electrical engineering, circuit design, and embedded systems. 

Top Electronics Kits for Schools: 

Snap Circuits – Beginner-friendly for learning circuit design 

LittleBits – Modular electronics for creative projects 

Arduino Starter Kits – Best for coding and electronics integration 

These kits help students develop projects in automation, renewable energy, and smart technology. 

7. Smart Class Technology & Interactive Whiteboards – Enhancing STEM Learning 

A modern STEM Lab in Agartala should integrate smart class technology for better engagement and visualization. 

Why Smart Boards Matter? 

Supports interactive simulations and real-time experiments 

Enhances collaboration through digital learning 

Enables video lectures and AI-powered teaching tools 

Best Smart Boards for STEM Labs: 

Promethean Interactive Displays 

Samsung Flip 2 Digital Board 

BenQ Smart Boards 

Smart class technology ensures STEM education is interactive and future-ready. 

8. Faculty Development & STEM Training – Preparing Educators for Innovation 

A STEM Lab in Agartala is only as good as its educators. Schools must invest in faculty development programs to train teachers in STEM methodologies. 

STEM Consultancy Services for Schools in Agartala 

At Makers’ Muse, we offer: 

STEM faculty training 

Curriculum design for STEM education 

STEM Lab setup and consultancy 

Transform Your School with a Future-Ready STEM Lab in Agartala! 

Is your school ready to provide cutting-edge STEM education? A fully-equipped STEM Lab in Agartala is essential for preparing students for future careers in technology, AI, and engineering. 

We provide STEM consultancy, faculty development, and state-of-the-art STEM Lab solutions to help your school stand out. Join Our Community 

Don’t wait! The future of education is here—take the first step today. 

[svsembedded]

Industrial Sensor's Data Parameter Monitoring and Control System Over CAN BUS Using Arduino | Industrial Parameter Monitoring System Using CAN Bus | Monitoring and Control System for Industrial Parameters Using Can Bus | Monitoring of temperature using smart sensors | Industrial Parameter Monitoring Using CAN Protocol | Industrial Sensor's Data Parameter Monitoring and Control System Over CAN BUS Using Arduino | Industrial Parameter Monitoring System Using CAN Bus | Monitoring and Control System for Industrial Parameters Using Can Bus.***********************************************************If You Want To Purchase the Full Working Project KITMail Us: svsembedded@gmail.comTitle Name Along With You-Tube Video LinkWe are Located at Telangana, Hyderabad, Boduppal. Project Changes also Made according to Student Requirementshttp://svsembedded.com/                  https://www.svskits.in/ http://svsembedded.in/                  http://www.svskit.com/M1: 91 9491535690                  M2: 91 7842358459 We Will Send Working Model Project KIT through DTDC / DHL / Blue Dart / First Flight Courier ServiceWe Will Provide Project Soft Data through Google Drive1. Project Abstract / Synopsis 2. Project Related Datasheets of Each Component3. Project Sample Report / Documentation4. Project Kit Circuit / Schematic Diagram 5. Project Kit Working Software Code6. Project Related Software Compilers7. Project Related Sample PPT’s8. Project Kit Photos9. Project Kit Working Video linksLatest Projects with Year Wise YouTube video Links157 Projects  https://svsembedded.com/ieee_2022.php135 Projects  https://svsembedded.com/ieee_2021.php 151 Projects  https://svsembedded.com/ieee_2020.php103 Projects  https://svsembedded.com/ieee_2019.php61 Projects    https://svsembedded.com/ieee_2018.php171 Projects  https://svsembedded.com/ieee_2017.php170 Projects  https://svsembedded.com/ieee_2016.php67 Projects    https://svsembedded.com/ieee_2015.php55 Projects    https://svsembedded.com/ieee_2014.php43 Projects    https://svsembedded.com/ieee_2013.php1100 Projects https://www.svskit.com/2022/02/900-pr...***********************************************************1. Weather Station: DHT11 Temperature and Humidity Sensor Arduino 2.4″ TFT LCD Touch Shield - SPFD54082. Control FAN Speed and LIGHT using TV Remote3. Smart Crop Protection From Wild Animals With Alert Using Arduino | Field Sensor Monitoring with WiFi4. How to Transfer Data From One USB Hard Drive to Another USB5. IoT based Precision Agriculture6. IOT BASED SMART BLOOD BANK SYSTEM7. Blood Bags Weight Monitoring Using 2 load cells8. GSM Motor Pump controller (Mobile Motor Starter) | Automatic Mobile Starter | Mobile pump starter9. Bus Boarding System for Visually Impaired Passengers10. Design and Implementation of RFID-based Fuel Dispensing System11. Cable Fault Detection System with SMS Notification using Arduino, GSM and GPS12. 2.4'' TFT Touch Screen Restaurant Menu Ordering System Using Arduino13. IoT Based Air, Water, Noise, Dust, Humidity, Gas, CO and Temperature Monitoring System using Arduino14. IOT BASED SMART GARBAGE MONITORING SYSTEM USING NODEMCU GSM GPS ULTRASONIC15. i2c lcd with nodemcu | Interface I2C LCD Using ESP8266 NodeMCU | I2C LCD on NodeMCU With Arduino IDE16. GPS GSM Based Underground Cable Fault Detection with Arduino17. Electric Shock GPS Hand Glove Developed to help Women's Safety

[electronalytics]

IoT Starter Kits Market Analysis 2023 Dynamics, Players, Type, Applications, Trends, Regional Segmented, Outlook & Forecast till 2033

The IoT Starter Kits Market Size highlights the market's growth potential, projecting a value of around USD 98.29 Billion by 2033, up from USD 59 Billion in 2023. This trajectory suggests a promising compound annual growth rate (CAGR) of 6.6% from 2024 to 2033.

The competitive analysis of the IoT Starter Kits Market offers a comprehensive examination of key market players. It encompasses detailed company profiles, insights into revenue distribution, innovations within their product portfolios, regional market presence, strategic development plans, pricing strategies, identified target markets, and immediate future initiatives of industry leaders. This section serves as a valuable resource for readers to understand the driving forces behind competition and what strategies can set them apart in capturing new target markets.

Market projections and forecasts are underpinned by extensive primary research, further validated through precise secondary research specific to the IoT Starter Kits Market. Our research analysts have dedicated substantial time and effort to curate essential industry insights from key industry participants, including Original Equipment Manufacturers (OEMs), top-tier suppliers, distributors, and relevant government entities.

IoT Starter Kits Market Benefits

IoT Starter Kits research reports provide critical insights for strategic decision-making. They help businesses understand market trends, customer preferences, and competitive landscapes. By analyzing data on market size, growth potential, and consumer behavior, companies can identify new opportunities and mitigate risks. These reports also guide product development, pricing strategies, and marketing campaigns, ensuring alignment with current market demands. Furthermore, market research reports enhance forecasting accuracy and help in benchmarking performance against competitors. Ultimately, they inform investment decisions, optimize resource allocation, and foster innovation, contributing to sustained business growth and a competitive edge.

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Receive the FREE Sample Report of IoT Starter Kits Market Research Insights @ https://stringentdatalytics.com/sample-request/iot-starter-kits-market/9499/

Market Segmentations:

Global IoT Starter Kits Market: By Company • Laird Connectivity • Sensative • DAOKI • ThingPulse • Osoyoo • Arduino • Particle • NXP • Harting • Softing • Synox • Telit • EnOcean • Soracom • AAEON Technology Global IoT Starter Kits Market: By Type • Cellular • Wi-Fi • Others Global IoT Starter Kits Market: By Application • Supply Chain • Smart City • Agriculture • Industry • Transportation • Others

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All the regional segmentation has been studied based on recent and future trends, and the market is forecasted throughout the prediction period. The countries covered in the regional analysis of the Global IoT Starter Kits market report are U.S., Canada, and Mexico in North America, Germany, France, U.K., Russia, Italy, Spain, Turkey, Netherlands, Switzerland, Belgium, and Rest of Europe in Europe, Singapore, Malaysia, Australia, Thailand, Indonesia, Philippines, China, Japan, India, South Korea, Rest of Asia-Pacific (APAC) in the Asia-Pacific (APAC), Saudi Arabia, U.A.E, South Africa, Egypt, Israel, Rest of Middle East and Africa (MEA) as a part of Middle East and Africa (MEA), and Argentina, Brazil, and Rest of South America as part of South America.

Click to Purchase IoT Starter Kits Market Research Report @ https://stringentdatalytics.com/purchase/iot-starter-kits-market/9499/

Report includes Competitor's Landscape:

➊ Major trends and growth projections by region and country ➋ Key winning strategies followed by the competitors ➌ Who are the key competitors in this industry? ➍ What shall be the potential of this industry over the forecast tenure? ➎ What are the factors propelling the demand for the IoT Starter Kits? ➏ What are the opportunities that shall aid in significant proliferation of the market growth? ➐ What are the regional and country wise regulations that shall either hamper or boost the demand for IoT Starter Kits? ➑ How has the covid-19 impacted the growth of the market? ➒ Has the supply chain disruption caused changes in the entire value chain?

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[planetarduino]

Arduino Education launches four new STEAM products at Bett

During Bett Show 2020, Arduino will launch the Arduino Education learning evolution: four new STEAM products for students in lower secondary school through to university. Arduino Education will also announce a partnership with the Fraunhofer Initiative: “Roberta – Learning with Robots” in Germany.

Arduino Education‘s latest products — CTC GO! Motions Expansion Pack, Engineering Kit Rev2, Arduino Education Starter Kit, and IoT Starter Kit — will be unveiled at Bett and available in Q1. These new products complement the existing portfolio, which includes the Science Kit, CTC GO!, CTC 101, Arduino Starter Kit, and Certification program.

Arduino CEO Fabio Violante comments: “We are delighted to announce four new products which will expand STEAM learning for lower secondary to university students. Our technology, programming, and curriculum content are creative tools — just like brushes and paint — that students can use as they become part of our next generation of scientists and artists.”

CTC GO! Motions Expansion Pack (Age: 14+)

Build on your secondary school students’ STEAM knowledge with more complex programming concepts that develop computational thinking and 21st-century skills.

For educators who have taken their students through the CTC GO! – Core Module, the Motions Expansion Pack builds on what they have already learned about how to use technology as a tool and how to apply that knowledge in the real world. The Motions Expansion Pack challenges students to go a step further in computing and design while introducing them to motors and transmission mechanisms such as pulleys and gear concepts that develop their logical reasoning, hands-on building skills, and problem-solving skills. Educators get all the teaching support they need with webinars, videos, guides, and direct contact with an expert.

Engineering Kit Rev2 (Age: 17+)

Challenge upper secondary school and university students and help them develop hands-on engineering skills.

Educators can challenge engineering students and help them develop physical engineering skills with the Arduino Engineering Kit Rev2. Featuring cutting-edge technology, the kit is a practical, hands-on tool that demonstrates key concepts, core aspects of mechatronics, and MATLAB and Simulink programming. Developed in partnership with MathWorks, The Engineering Kit Rev2 is ideal for advanced high school and college students, the three projects teach the basics of engineering — plus they’re fun to do! 

Education Starter Kit (Age: 11+)

Learn electronics and get started with programming in your classroom step-by-step — no experience necessary!

Educators can teach lower secondary school students the basics of programming, coding, and electronics. No prior knowledge or experience is necessary as the kits guide educators through step-by-step, they are well-supported with teacher guides, and lessons can be paced according to students’ abilities. The kit can be integrated throughout the curriculum, giving students the opportunity to become confident in programming and electronics with guided sessions and open experimentation. They’ll also learn vital 21st-century skills such as collaboration and problem-solving.

IoT Starter Kit (Age: 14+)

The first step into the world of connected objects has never been easier. 

Advanced secondary school and university students can get started with the Internet of Things quickly and easily. They’ll learn about using sensors; automation; logging, graphing and analyzing sensor data, and triggering events with serious technology made simple. The kit contains step-by-step tutorials for ten different projects – fun, creative experiments using real-life sensors.

In partnership with the Fraunhofer Initiative: “Roberta – Learning with Robots”

The dream team for classrooms worldwide: Arduino Education has officially partnered up with the Fraunhofer Initiative “Roberta – Learning with Robots.” The Arduino Uno WiFi Rev2 board, part of Arduino CTC GO!, joined the Open Roberta Lab, the biggest open-source coding platform developed in Europe.

The Arduino Uno WiFi Rev2 is the fourth Arduino board to be integrated into the Open Roberta Lab, which currently supports 13 robots and microcontrollers that enable children worldwide to adopt a playful approach to coding. The lab is the technological component of the Roberta Initiative, which was started by Fraunhofer IAIS in 2002. Eighteen years’ experience in STEM education, training teachers, and developing materials as well as launching the Open Roberta Lab in 2014 make Roberta a one-of-a-kind initiative in Germany and beyond, and the perfect partner for Arduino Education.

“Fraunhofer offers guaranteed quality, both on the technical level as well as for community support,” says Arduino CTO David Cuartielles. “There are a lot of synergies in our cooperation. Roberta is really meant for teachers to learn how to teach technology, and that’s also a key part of Arduino Education’s mission.”

“Open Roberta is developed as an open source platform to engage a community worldwide to join our mission. As a popular open source electronics platform, Arduino is the perfect match for us as it also motivates people all over the world to develop their own ideas and move from using to creating technology,” adds Thorsten Leimbach, head of business unit “Smart Coding and Learning” and Roberta manager at Fraunhofer IAIS.

Arduino Education launches four new STEAM products at Bett was originally published on PlanetArduino

[bonsaisheep]

More of a hardware recommendation, but Arduino (they make micro controllers for hobbyist) specifically made the Arduino Nano Bluetooth for IoT (Internet of Things, basically all your smart home stuff) use. (Though a lot of their boards can be used for home automation purposes, IIRC it is their only inherently Bluetooth compatible board).

If you want to get into doing your own DIY stuff, Arduino can be less intimidating then Raspberry Pi. (Not as powerful, but is easier to learn with a large established community behind it).

Also from a security standpoint, if you can create something automated without Bluetooth or Wifi, you don’t have to worry about having an open network (which potentially allows others to access, though depending on the info/use this might not be a concern). Depending on the goal, there are a lot you can do with hard wired sensors these days. (There is a huge variety of cheap sensors covering a ton of different uses)

(Also as a heads up, if you are interested but don’t know where to start for all DIY electronics, Sparkfun and Adafruit are suppliers (for hobbyist) that offer support for learning/good starter kits. If you are interested in the Arduino, their website has a ton of resources for learning/getting project ideas/getting help, though they only sell their mico controllers and a few kits)

I said it in the notes on the last post but I’m gonna say it again.

I’m married to someone with severe memory problems. Automation of household appliances & systems helps him a lot and helps me a lot because it reduces the number of things I have to keep in my brain at all times. I love doors that lock themselves, being able to schedule dog food being delivered, a thermostat I can manipulate from wherever. Beyond my little bubble it should be noted that voice controlled appliances can be really good for people with mobility concerns. Appliances that can measure and talk and remember little tasks can be such a blessing for people.

I will never forgive Amazon and Google for taking technologies that could be really helpful and weaponizing them, and fuck everybody who acts like its some kind of conspiracy theory that those devices are spying on you. You absolutely should be distrustful of those devices but just make sure you’re getting angry at the right people.

[cmxelcs]

ESP32 WROVER Kit, Compatible with Arduino IDE The starter kit is based on the development board from esp32 wrover. It integrates with bluetooth and wireless.A powerful dev board for IOT module project development.ESP32-WROVER series is developed by Espressif Systems, below is key features and applications are summarized: ‌I. ESP32 Wrover Specifications‌ - ‌Chip Architecture‌ - Dual-core SoC (ESP32-D0WD or D0WD-V3) with a clock speed of 80–240 MHz (dynamic frequency scaling)13 - 520 KB integrated SRAM, expandable via external SPI RAM/Flash1 - Built-in 4–16 MB SPI Flash and 8 MB SPI PSRAM (depending on model, e.g., WROVER-B/E)37 - ‌Wireless Connectivity‌ - 2.4 GHz Wi-Fi (802.11 b/g/n) with up to 150 Mbps throughput36 - Dual-mode Bluetooth: Classic (BT) and Low Energy (BLE)36 - ‌Peripherals & Interfaces‌ - SPI, I2C, UART, SDIO, Ethernet interfaces3 - Support for capacitive touch, Hall effect sensors, PWM outputs37 ‌II. ESP32 Wrover Kit Development Environment & Tools‌ - ‌Programming Frameworks‌ - Official ESP-IDF framework (FreeRTOS + LwIP stack), C/C++-based16 - Arduino IDE compatibility via ESP32 board manager28 - Optional Python/C hybrid development using Zerynth Studio5 - ‌Hardware Debugging Tips‌ - Use 5V power for camera modules (3.3V may cause image instability)2 - Adjust SPI pin definitions (e.g., SCK=14, MISO=12) based on hardware layout4 ‌III. ESP32 Devkit Typical Applications‌ - ‌IoT Devices‌ - Sensor networks, smart home controllers with ultra-low-power modes (sleep current Read the full article

[svsembedded]

Automatic Patient Medicine Remainder System by GSM Module | GSM Controlled Automatic Medicine Remainder | Automatic Medicine Reminder Using Arduino | medicine reminder | medicine reminder system | smart medicine reminder box project | medicine reminder system using arduino | patient health monitoring system | medicine reminder using arduino | automatic medicine | automatic medicine announcement system | automatic medicine reminder | arduino medicine reminder | automatic medicine reminder using arduino | automatic medicine reminder using arduino ppt | automatic medicine reminder using arduino pdf | patient healthcare system.***********************************************************If You Want To Purchase the Full Working Project KITMail Us: svsembedded@gmail.comTitle Name Along With You-Tube Video LinkWe are Located at Telangana, Hyderabad, Boduppal. Project Changes also Made according to Student Requirementshttp://svsembedded.com/                  https://www.svskits.in/ http://svsembedded.in/                  http://www.svskit.com/M1: 91 9491535690                  M2: 91 7842358459 We Will Send Working Model Project KIT through DTDC / DHL / Blue Dart / First Flight Courier ServiceWe Will Provide Project Soft Data through Google Drive1. Project Abstract / Synopsis 2. Project Related Datasheets of Each Component3. Project Sample Report / Documentation4. Project Kit Circuit / Schematic Diagram 5. Project Kit Working Software Code6. Project Related Software Compilers7. Project Related Sample PPT’s8. Project Kit Photos9. Project Kit Working Video linksLatest Projects with Year Wise YouTube video Links157 Projects  https://svsembedded.com/ieee_2022.php135 Projects  https://svsembedded.com/ieee_2021.php 151 Projects  https://svsembedded.com/ieee_2020.php103 Projects  https://svsembedded.com/ieee_2019.php61 Projects    https://svsembedded.com/ieee_2018.php171 Projects  https://svsembedded.com/ieee_2017.php170 Projects  https://svsembedded.com/ieee_2016.php67 Projects    https://svsembedded.com/ieee_2015.php55 Projects    https://svsembedded.com/ieee_2014.php43 Projects    https://svsembedded.com/ieee_2013.php1100 Projects https://www.svskit.com/2022/02/900-pr...***********************************************************https://amzn.to/48d9Vcv -- Multipurpose Starter Kit for Arduino IDE FOR ALL PROJECTShttps://amzn.to/47hgidx -- IOT Kit for Starters to Advance level users compatible with Arduino IDEhttps://amzn.to/4aCAgSU -- 46 in 1 Sensor Modules Kit Compatible with Arduino Uno R3, Mega 2560, Nano, Raspberry Pi 1. Smart Medicine Reminder Box | e-pill Medication Reminders,2. MeDuino - Automatic Medicine Reminder. Arduino diy,3. Medicine Reminder using Arduino by Saddam Khan,4. Smart Medicine Box,5. Arduino Uno based Medicine reminder project,6. Pill Reminder with Arduino version,7. Automatic patient medicine reminder system || Best project center in Bangalore,8. Automatic Pill Reminder Using Arduino uno,9. Raspberry Pi Based Speaking Medication Reminder Project,10. IoT Based Smart Medicine Box,11. Medicine Reminder simulation on proteus,12. Automatic Medicine Reminder with date using Arduino,13. Medicine reminder,14. Smart Medicine Pill Reminder IOT Project using Aurdino,15. Medicine Reminder Box Using Arduino,16. Smart Medicine Dispenser,17. Medicine reminder/Alarm using Arduino,18. MedBox: Smart Medication Box with Arduino - self test,19. Medicine Reminder System | Smart Medicine Pill Reminder Project,20. Medicine reminder using Arduino,21. Best Medicine Reminder DIY,22. Explanation of our Medicine Reminder Project,23. SmartSF Smart Pill Box,24. Medication Reminder using PIC Microcontroller,25. Medicine Reminder Using Home Made Arduino,26. Medicine Reminder System Using Microcontroller,27. ANDROID APP BASED SMART MEDICATION REMINDER SYSTEM,28. IOT Based Medicine Reminder System with Email Alert,29. Simulation: Photoresistor-based Smart Pill Dispenser | Schematic Diagram, Arduino Code

[askoid-blog]

Create your own IoT projects with the Arduino Uno starter kit! https://ift.tt/2HUAqdl

[planetarduino]

Edge Impulse makes TinyML available to millions of Arduino developers

This post is written by Jan Jongboom and Dominic Pajak.

Running machine learning (ML) on microcontrollers is one of the most exciting developments of the past years, allowing small battery-powered devices to detect complex motions, recognize sounds, or find anomalies in sensor data. To make building and deploying these models accessible to every embedded developer we’re launching first-class support for the Arduino Nano 33 BLE Sense and other 32-bit Arduino boards in Edge Impulse.

The trend to run ML on microcontrollers is called Embedded ML or Tiny ML. It means devices can make smart decisions without needing to send data to the cloud – great from an efficiency and privacy perspective. Even powerful deep learning models (based on artificial neural networks) are now reaching microcontrollers. This past year great strides were made in making deep learning models smaller, faster and runnable on embedded hardware through projects like TensorFlow Lite Micro, uTensor and Arm’s CMSIS-NN; but building a quality dataset, extracting the right features, training and deploying these models is still complicated.

Using Edge Impulse you can now quickly collect real-world sensor data, train ML models on this data in the cloud, and then deploy the model back to your Arduino device. From there you can integrate the model into your Arduino sketches with a single function call. Your sensors are then a whole lot smarter, being able to make sense of complex events in the real world. The built-in examples allow you to collect data from the accelerometer and the microphone, but it’s easy to integrate other sensors with a few lines of code. 

Excited? This is how you build your first deep learning model with the Arduino Nano 33 BLE Sense (there’s also a video tutorial here: setting up the Arduino Nano 33 BLE Sense with Edge Impulse):

Sign up for an Edge Impulse account — it’s free!

Install Node.js and the Arduino CLI.

Plug in your Arduino Nano 33 BLE Sense development board.

Download the Arduino Nano 33 BLE Sense firmware — this is a special firmware package (source code) that contains all code to quickly gather data from its sensors. Launch the flash script for your platform to flash the firmware.

Launch the Edge Impulse daemon to connect your board to Edge Impulse. Open a terminal or command prompt and run:

$ npm install edge-impulse-cli -g $ edge-impulse-daemon

Collect some data and build a model. We’ve put together two end-to-end tutorials: detect gestures with the accelerometer or detect audio events with the microphone.

Your device now shows in the Edge Impulse studio on the Devices tab, ready for you to collect some data and build a model.

Once you’re done you can deploy your model back to the Arduino Nano 33 BLE Sense. Either as a binary which includes your full ML model, or as an Arduino library which you can integrate in any sketch.

Deploying to Arduino from Edge Impulse

Your machine learning model is now running on the Arduino board. Open the serial monitor and run `AT+RUNIMPULSE` to start classifying real world data!

Keyword spotting on the Arduino Nano 33 BLE Sense

Integrates with your favorite Arduino platform

We’ve launched with the Arduino Nano 33 BLE Sense, but you can also integrate Edge Impulse with your favourite Arduino platform. You can easily collect data from any sensor and development board using the Data forwarder. This is a small application that reads data over serial and sends it to Edge Impulse. All you need is a few lines of code in your sketch (here’s an example).

After you’ve built a model you can easily export your model as an Arduino library. This library will run on any Arm-based Arduino platform including the Arduino MKR family or Arduino Nano 33 IoT, providing it has enough RAM to run your model. You can now include your ML model in any Arduino sketch with just a few lines of code. After you’ve added the library to the Arduino IDE you can find an example on integrating the model under Files > Examples > Your project – Edge Impulse > static_buffer.

To run your models as fast and energy-efficiently as possible we automatically leverage the hardware capabilities of your Arduino board – for example the signal processing extensions available on the Arm Cortex-M4 based Arduino Nano BLE Sense or more powerful Arm Cortex-M7 based Arduino Portenta H7. We also leverage the optimized neural network kernels that Arm provides in CMSIS-NN.

A path to production

This release is the first step in a really exciting collaboration. We believe that many embedded applications can benefit from ML today, whether it’s for predictive maintenance (‘this machine is starting to behave abnormally’), to help with worker safety (‘fall detected’), or in health care (‘detected early signs of a potential infection’). Using Edge Impulse with the Arduino MKR family you can already quickly deploy simple ML based applications combined with LoRa, NB-IoT cellular, or WiFi connectivity. Over the next months we’ll also add integrations for the Arduino Portenta H7 on Edge Impulse, making higher performance industrial applications possible.

On a related note: if you have ideas on how TinyML can help to slow down or detect the COVID-19 virus, then join the UNDP COVID-19 Detect and Protect Challenge. For inspiration, see Kartik Thakore’s blog post on cough detection with the Arduino Nano 33 BLE Sense and Edge Impulse.

We can’t wait to see what you’ll build!

Jan Jongboom is the CTO and co-founder of Edge Impulse. He built his first IoT projects using the Arduino Starter Kit.

Dominic Pajak is VP Business Development at Arduino.

Edge Impulse makes TinyML available to millions of Arduino developers was originally published on PlanetArduino

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This tutorial is about a simple Traffic Light Circuit using the programmable GPIO Pins via Python. In the next tutorial, we will extend the circuit by a few functions (including an Input). 

Buy PiTraffic: http://bit.ly/34pp3le 

GitHub: https://github.com/sbcshop/PiTraffic

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Coding for Kids: Single Board Computer Kits for Endless Fun

When you think of coding for kids, you might think of seeing kids sitting at a computer. While that’s part of coding, there’s so much more involved. In fact, using single board computers gives kids a hands-on approach to learning to code. Instead of just going through lessons, kids get to see the results of their coding on physical objects.

Introduction To Single Board Computer Kits

Single board computer kids come with everything you need to build simple and sometimes complex projects. As the name implies, the kit includes a computer built upon a single board. While these aren’t nearly as powerful as what you’d use in a desktop computer, they’re still impressive.

Electronics and engineering hobbyists have made these single board computers incredibly popular. Of course, these boards are also used in professional applications too, such as within virtual slot machines and ATMs.

Part of what makes single-board computer kits fun for kids is they’re easy to build upon. Plus, they can be programmed again and again to do different tasks.

Teaching Coding For Kids Through Projects

Which sounds more fun? A kid could sit at a desk going through endless lessons or jump into interactive projects. Coding for kids doesn’t have to be boring. Giving kids an engaging project to complete helps them learn without even realizing just how much they’re learning.

Hands-On Increases Fun

There are plenty of apps to help teach coding for kids. These usually teach kids through games, drag and drop block coding and even colorful cartoons as the teachers. However, hands-on increases the fun.

Kids actually get to touch the single board computers and add wires and other components to create their very own simple computers. For instance, they could add an LED light and make it light up by first putting together the components and then using coding software to program the computer board.

Go Beyond Just Coding

Coding for kids teaches just that – coding. But, why stop there? Single-board computers teach kids how computers work along with teaching them more about electronics in general. They’ll also get an introduction to engineering. Think of these kits as all-in-one STEM education tools. The best part is your kid won’t see it as learning, but as an enjoyable project to play with.

Teaches Engineering And Coding

Instead of just coding, kids actually have to build items using the single-board computer kits. They have to learn how components fit together and how to create what they’re envisioning. For example, they can create their very own Bluetooth controlled car, but kids have to pay attention to how they design their car to ensure it works properly.

Of course, when they get done building, they jump into coding. When they start with simple projects, they get a great introduction to both coding and engineering. As they learn, they’ll start trying more advanced projects and expanding their skills.

Enter Robotics Competitions

Coding for kids doesn’t have to be only for kids. Parents should definitely get involved too. One of the best ways to do this is through robotics competitions. Kids can work individually, with parents or in teams to build robots and compete.

In addition to robotics competitions, there are also single-board computer groups that meet all over the world to learn new skills, meet new friends and share their love of electronics and coding. If you’re looking for a social way to teach coding for kids, look for local groups, especially Arduino and Raspberry Pi groups.

Picking The Right Single Board Computer

While single-board computer kits are a great way to teach coding for kids, you first have to pick the right one for your needs. As you might imagine, there are quite a few kits to pick from. Each works a little differently and has its own pros and cons. While the following isn’t the only boards available, they are the most popular, which means you’ll have an easier time finding project ideas and resources to help you learn how to use them.

Raspberry Pi

Raspberry Pi is one of the most popular single-board computers and one you’ve likely heard of already. The board was originally designed specifically to offer a low-cost way to teach kids of all ages more about coding and computers. It was originally based off of the BBC microcomputer. It’s now mainly used to teach coding for kids in classrooms.

However, it’s become a hobbyist favorite as well. It’s also a great way for parents to teach their kids coding concepts too. It’s not the most powerful option available, but the Raspberry Pi community is welcoming to all levels and ages. This makes it a great entry-level single board computer.

Arduino

Arduino is quickly becoming just as popular as Raspberry Pi for teaching coding for kids. One thing that sets Arduino apart is its an open-source technology. This means it’s easier to create your own versions. If you’re looking to create both simple and highly complex projects, this might be the perfect board for your needs. The official Arduino community also provides an endless supply of ideas for everyone from kids to professionals.

If you’re searching for great projects for kids, Makeblock has put together a list of eight fun projects to help parents and teachers teach coding for kids at home or in the classroom.

Cubit

Cubit is a little bit different. It originally started as a Kickstarter project as a plug and play board. This is a great starter for smaller kids or those completely new to single-board computers. As a coding for kids teaching tools, it focuses more on teaching concepts versus syntax, so kids don’t get so frustrated.

Kids build upon the board with additional cube kits that add various functions. It’s easier to build with but offers a wide range of projects.

BeagleBoard

BeagleBoard is another open-source single-board computer kit. In addition to basic coding for kid’s concepts, kids can also dive into artificial intelligence concepts too. There are a variety of boards to choose from based on the power you need.

The goal with these boards was to create an affordable way to bridge the gap between software and electronics. Some of the creators even worked for Texas Instruments. While there aren’t as many resources as some other major brands, you’ll still find plenty of great projects and documentation to get started.

Curiosity Development Platform

If you’re teaching coding for kids and are ready to move on to a more advanced single board computer kit, the Curiosity Development Platform might be a great choice. In fact, these boards are microcontrollers, meaning you can do much more with them. They’re not a great introduction, but a perfect way to move on to more complex projects.

If you’re new to microcontrollers, Curiosity boards make a great starting point. However, start with one of the other single board computers on this list if you’re new to electronic building and coding.

Halocode

Makeblock is dedicated to increasing kids’ interest in coding, electronics, computers, and robotics. That’s why the Makeblock Halocode was created. It was built specifically to teach coding for kids in a fun, interactive way. It even has built-in Wi-Fi to make it easier to program and control.

Halocode is made to use with mBlock, which is Makeblock’s block-based programming tool. The board is ideal for both beginners and more advanced learners. Not only do kids learn basic coding, but how to build real-world IoT and smart home gadgets. It’s one of the best options for teaching kids of all ages and offers documentation for some truly incredible projects.

Makeblock designs a wide variety of STEAM learning tools and software, including Halocode. Visit our site to find the perfect way to teach coding for kids, among other skills.

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From apps to wearables and even robots, Arduino is the open-source electronics platform that lets you unleash your inner tinkerer with little more than a circuit board and some basic programming know-how. Serving as your Arduino primer, this course kicks off a three-part deep dive into the platform, teaching you about various boards, running your first program, and even working with hands-on projects.

Access 72 lectures & 3 hours of content 24/7

Explore the Arduino platform & learn about boards and software

Dive into control statements, sketching, variables & other Arduino concepts

Learn by doing w/ an Arduino project

Walk through programming LEDs & creating a motion sensor

Once you have the Arduino basics down, you can express your creative and technical potential by building your own electronic creations! Jam-packed with hands-on instruction, this course will walk you through your own Arduino project as you get your hands dirty working with a keypad, liquid crystal display, ultrasonic sensor, LDR sensor and a buzzer.

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Learn how to connect a matrix keypad for getting user input

Walk through displaying information on an LCD module

Explore using sensors to measure distance & light intensity

Discover how to program a buzzing module

Serving as the capstone for your Arduino education, this course wraps up your training by having you turn an Arduino project into a complete IoT solution. Using Arduino Uno, MySQL Database and Apache Web Server, you’ll walk through creating your own Web-based data logger as you explore connecting sensors, creating database servers, and linking your device to them with a Web API.

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Turn an Arduino project into an IoT device

Walk through connecting temperature, humidity, distance, and light sensors

Install & set up your own Web and database servers using Apache and MySQL

Connect your IoT device & servers using a Web API to store sensor data

Fast track your Arduino education with this treasure trove of interactive projects. Broken up into beginner, intermediate, and advanced sections, this course will get you comfortable building Arduino creations at all levels by breaking down the electronic principles behind each project, as well as the wiring components and code required. You’ll flex your Arduino muscles by creating everything from Arduino games to an app-controlled car and even an online weather station.

Access 47 lectures & 9.5 hours of content 24/7

Expand your understanding of switches, servos, motors & other components

Break down the electronic & programming elements behind each project

Follow along step-by-step tutorials for creating Arduino games, RC cars & more

Understand how to prototype electronics projects

Arduino may be simple on the surface, but it’s very capable of producing incredibly advanced creations, like robots. Jump into this course, and you’ll learn how to make an Arduino wheeled robot that can move towards a light source and avoid obstacles all on its own. From figuring out what the robot is supposed to do, to choosing, configuring, assembling, and testing the right parts, you’ll sharpen your problem-solving skills and Arduino understanding after 8 hours of expert instruction.

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Walk through creating an Arduino wheeled robot that can move towards a light source

Learn how to integrate simple mechanical parts w/ motors, batteries, sensors & other electronics

Explore choosing, assembling, configuring & testing your robot’s parts

Take a step-by-step approach to mastering the Arduino basics with this beginner-friendly course. Covering the Arduino environment and hardware, this course starts you off with the essentials. You’ll walk through setting up and installing Arduino software and using digital outputs and inputs. Then, you’ll move on to working with digital and analog sensors, using an LCD display, and finish off your training with a look at connecting Arduino to the Cloud.

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Learn how to set up & install Arduino software

Dive into using temperature and IR motion sensors

Walk through programming an LCD display

Learn how to build a Web server using Ethernet Shield

Explore sending data to the Cloud via Arduino

Before you take your deep dive into the endlessly innovative world of Arduino, you’ll want to make sure you have the right tools. This starter kit comes with the famed Uno R3 board, a robust microcontroller ideal for those new to the platform. You’ll also receive a host of wires, LEDs, sensors, and more to start building your own projects with help from the included illustrated guide. You’ll familiarize yourself with a wide range of electronic components as you create small, simple, and easy-to-assemble circuits that will get your feet wet in this vast field.

Dive into Arduino using the beginner-friendly Uno board & components

Create your own Arduino projects w/ simple instructions & troubleshooting tips

Start creating w/ 13 different activities outlined

Get to building faster w/ no soldering or electronics experience required

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Get an Arduino-compatible circuit board and training for $52

Get an Arduino-compatible circuit board and training for $52

If you’ve ever wondered how smart devices work, now’s your chance to learn.

This Arduino Uno Ultimate Starter Kit and Course Bundle lets you explore this topic through fun projects and video tutorials. This week it’s on sale for 85 percent off.

Arduino is the open-source electronics platform that allows you to create your own IoT projects. All you need is a circuit board and some basic…