Project EMILY

Arduino Nano 33 BLE Sense

<h3 >What is this?</h3><p ><strong >E</strong><span >mbedded </span><strong >M</strong><span >achine </span><strong >L</strong><span >earning </span><strong >E</strong><span >cosystem, or EMLE, or EMILY because it sounds cooler, is a platform aimed at simplifying the creation and deployment of Machine Learning models on embedded devices.</span></p><p >Our simple, easy-to-use interface guides the user through the entire pipeline required for constructing an audio classifier and deploying it to a microcontroller.</p><p >This includes:</p><ul ><li >Selecting / creating a dataset</li></ul><ul ><li >Choosing and tuning an audio processing method</li></ul><ul ><li >Configuring Machine Learning parameters for the model training</li></ul><ul ><li >Directly uploading models to Arduino for running inference (without the need for manual steps in the Arduino IDE)</li></ul><p >Our application is an all-in-one package.</p><p >TLDR? Have a look at our video demonstration:</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/0FFmZkO4YyM" 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>Video demonstration</div></figcaption></figure></div><h3 >How do I run this?</h3><p ><span >Head over to the </span><a href="https://github.com/andreasfloros/Project-EMILY">project's repository</a><span > and clone / download.</span></p><p ><span >Detailed instructions are included in the </span><code >README.md</code><span > file.</span></p><p >We only require that you have Python 3.9 and pip installed.</p>

Project EMILY

EMILY is an intuitive, beginner-friendly platform for creating and deploying audio classification models to microcontrollers.