williamcotton/chordviz
View on GitHub ↗ ★ 6 Swift
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.
4 mentions on Hacker News by 1 person: 0 stories, 4 comments · first 2023-02-23 · latest 2023-07-31
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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…
comment by williamcotton · 2023-07-31 · in The matrix calculus you need for deep learning (2018) -
…this information I am off to the races. Almost the entirety of this codebase was written by GPT: https://github.com/williamcotton/chordviz Yes, it required a background in LA and studying various ML techniques in order to understand how to…
comment by williamcotton · 2023-06-11 · in The AI Hype Wall of Shame -
…working on. In fact, I think ChatGPT and Copilot wrote the majority of the code in this project: https://github.com/williamcotton/chordviz
comment by williamcotton · 2023-06-02 · in Chief executives cannot shut up about AI -
…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
comment by williamcotton · 2023-02-23 · in Introduction to Data-Centric AI