
Labeling AI
Automatic, deep learning-based data labeling
Labeling AI launched on March 3, 2021 with 78 votes, #662 of 3,721 launches that month and more than 50% of that year's launches.
What it does
Labeling AI is a deep learning-based technology that automatically labels (annotates) large amounts of data based on a small amount of pre-labeled data available, with minimal human intervention required only to review the final result.
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I trained a 125M-parameter transformer to autocomplete piano performances in real time (~108 notes/sec on an iPhone 15). The idea is basically GitHub Copilot or Tabnine, except instead of prompting it with code, you prompt it by playing a few notes on a MIDI piano. The model then continues what you played, entirely on-device. The app is free if anyone wants to try it. Happy to answer questions about the model, training, Core ML, or the many things that didn't work.
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