Machine Learning on Arduino with CASP

Computer Aided Simulation Program (CASP)

Female/Female Jumper Wires

Arduino Nano RP2040 Connect

Thermistor

<p >This project uses Arduino RP-2040 to implement a simple machine learning model to change the color of the on board tri-LED from BLUE to RED as the temperature sensed by the temperature sensor (thermistor) increases. This project uses CASP software for training the model on the PC and then transfer the trained model on to the board. </p><p >In general, this project demonstrates how to do machine learning on any Arduino board  with CASP.</p><p >Steps to be followed:</p><p ><span >Step 1. Install CASP and Arduino board support package from </span><a href="https://aadhuniklabs.com/?page_id=550.">https://aadhuniklabs.com/?page_id=550.</a><span > Please go through the below video on how to install:</span></p><div class="se-component se-video-container __se__float-none" contenteditable="false" style="width: 100%;"><figure style="width: 100%; height: 56.25%; padding-bottom: 56.25%; margin: 0px;"><iframe frameborder="0" allowfullscreen="" src="https://www.youtube.com/embed/O46LkUOHTh0" data-proportion="true" data-percentage="100%,56.25%" data-size="100%,56.25%" data-align="none" style="width: 100%; height: 100%;" data-index="0" data-file-size="0" data-origin="100%,56.25%"></iframe><figcaption contenteditable="true"><div>Installing and Configuring CASP</div></figcaption></figure></div><p >Step 2. Create a simple project to check every thing is installed properly for Arduino Nano RP-2040 Connect. Please see below video for guidance.</p><div class="se-component se-video-container __se__float-none" contenteditable="false" style="width: 100%;"><figure style="width: 100%; height: 56.25%; padding-bottom: 56.25%; margin: 0px;"><iframe frameborder="0" allowfullscreen="" src="https://www.youtube.com/embed/rTneDLdpfkI" data-proportion="true" data-percentage="100%,56.25%" data-size="100%,56.25%" data-align="none" style="width: 100%; height: 100%;" data-index="0" data-file-size="0" data-origin="100%,56.25%"></iframe><figcaption contenteditable="true"><div>Hello world on Arduino with CASP</div></figcaption></figure></div><p >Step 3. Use the tutorial project from the CASP installation directory to create and train a simple neural network model that changes RGB values with respect to input temperature data. Transfer the trained model on to the Arduino board. Validate and test for correct operation. All these steps are given in the below video. Please go through it.</p><div class="se-component se-video-container __se__float-none" contenteditable="false" style="width: 100%;"><figure style="width: 100%; height: 56.25%; padding-bottom: 56.25%; margin: 0px;"><iframe frameborder="0" allowfullscreen="" src="https://www.youtube.com/embed/w5nnnzWGpoY" data-proportion="true" data-percentage="100%,56.25%" data-size="100%,56.25%" data-align="none" style="width: 100%; height: 100%;" data-index="0" data-file-size="0" data-origin="100%,56.25%"></iframe><figcaption contenteditable="true"><div>Machine Learning on Arduino with CASP</div></figcaption></figure></div><p ></p>

Machine Learning on Arduino with CASP

This project shows how to do a basic machine learning on Arduino with CASP.