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Osu Mapper

Team members: Timothy Fong, Michael Rehmet, Bokai Bi, Edward Wibowo

Description:

Contains:

  • A model that trains on a directory of beatmaps of your choosing.
  • Contains a sequential model that uses 3 dense layers, with leaky_relu activation.
  • Uses mean absolute error to train the model on the mp3 timestamps.
  • Uses a custom mean squared error to train the model on the osu x and y coordinate positions.

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Example usage:

  • Create a beatmaps/ directory in the same directory as model.py.
  • Populate the directory with the osu beatmaps you want to train the model on.
  • type "python model.py --train" in the terminal.
  • Get an .mp3 file of your choosing and place it in the same directory as model.py.
  • type "python model.py <song_name.mp3>"
  • The model will output a .osz file which you can then play in osu!
  • Have fun!

Estimated time to complete: >16.0 hours.

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.mp3 -> .osr converter

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