Carter#8096: Intermediate (TensorFlow model training, implementation)
Nok#9987: Intermediate (React Frontend)
muh#0502: Intermediate (Some Front End, Flask Backend)
Chandu Vadde#6613: Beginner (Chat bot)
A lot of guitar players learn to read guitar tabs, rather than sheet music. However, this limits players, especially beginners, in the song they're able to play to the songs that are translated by more musicians to guitar tabs from (the more available) sheet music.
Our product utilizes image recognition and a TensorFlow model to identify notes in sheet music and convert it to guitar tablature, effectively making it more accessible to guitar players of all levels.
Our website demo was developed to show the results of a machine learning model. We have developed one possible implementation and the code for the development is within the python folder as NoteRecog.ipynb. As we made the dataset for this model ourselves the model is far from perfect but in the future we can incorporate other data sources and create a more accurate model with the similar architecture and design. Currently the model is not connected to the live website.
