chordviz

A convolutional neural network trained using PyTorch to predict the next chord (as tablature) on a guitar based on image data. Includes labeling software for the image data as well as an iOS app for hosting and running the model. (by williamcotton)
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chordviz reviews and mentions

Posts with mentions or reviews of chordviz. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-07-31.
  • The Matrix Calculus You Need for Deep Learning
    2 projects | news.ycombinator.com | 31 Jul 2023
    Here’s an ML project I’ve been working on as a solo dev:

    https://github.com/williamcotton/chordviz

    Labeling software in React, CNN in PyTorch, prediction on app in SwiftUI. 12,000 and counting hand labeled images of my hand on a guitar fretboard!

  • Introduction to Data-Centric AI
    3 projects | news.ycombinator.com | 22 Feb 2023
    I have an ML project I started that involved manually labeling around 10,000 still frames of my hand on a guitar fretboard playing various chord shapes. I made a little web app with a keyboard interface for quickly adding labels to images. I got up to around an image a second when I got in the zone. I finished the dataset, got distracted by the birth of my son, and have literally done none of the “fun stuff” yet!

    If anyone wants to have a crack at the data, it’s in git-lfs and here:

    https://github.com/williamcotton/chordviz

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2
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6.9
11 months ago

The primary programming language of chordviz is Swift.

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