Teach-me-piano

Objective

Even before the pandemic, I wanted to learn how to play the piano. Then we were all stuck inside our house, and as to pass the time, I started to learn how to do machine learning to combine my two newfound hobbies and use previous programming knowledge.

Learning Objectives

1. Learn how to use the raspberry PyCamera
2. Learn to use Jupyter
3. Learn to use Pytorch

Steps

App for capturing images for classifier

1. Create a server for image clasifier
   • Expose the camera as a stream
   • Create an API to save a camera pic
2. Create client
   • Expose the stream and display it in the client
   • Execute the API creation endpoint
3. Capture 1000 images per note

Train clasifier

1. Use pytorch to create clasifier
2. Package clasifer for REST

App for exposing classifier

1. Create stream and expose it to the client
2. Create client to take image and compare it to the classifier