/deep-instrument-heroku

ML model to classify music instruments from audio - Heroku deployment.

Primary LanguagePythonMIT LicenseMIT

Deep Instrument

Deep learning model to classify music instrument groups from audio.

Try this app running on Heroku!

Upload an audio clip and see the predicted class. You can download a few text examples or provide you own clips.

screenshot

This a Heroku deployment repo. Look at the main repo bzamecnik/ml to see the training scripts, etc.

Requirements

Python 3.4 (eg. via Anaconda), Keras, TensorFlow, etc.

$ pip install -r requirements.txt

Run locally

$ python main.py && open http://localhost:5000

Deploy to Heroku

Deploy your own instance of this app!

$ heroku apps:create [NAME]
$ heroku buildpacks:add heroku/python
$ git push heroku master

or more easily via the Heroku Button:

Deploy