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[WSS19] OCR for Sheet Music

Posted 7 years ago
POSTED BY: Daniel Csillag
10 Replies
Posted 6 years ago
POSTED BY: Daniel Csillag

I have not been able to do anything with these functions. For instance removeStaffLines has undefined functions imageMin and imageMax. But there is a reference to SegNet and its GitHub source file at http://mi.eng.cam.ac.uk/projects/segnet/tutorial.html. The problem is that it is written for Python not Mathematica. This Post needs to be updated and explained in more detail.

POSTED BY: Michael Kelly
Posted 6 years ago

Has anyone been able to create anything that would be helpful?

POSTED BY: Larry Lange

Daniel

Thanks for writing up this material. Is it possible that you could also supply the notebook that you used for this post. It would help immeasurably in replicating your results. I am having difficulty finding and applying the DeepScores NN

Thank you,

Michael kelly

POSTED BY: Michael Kelly
POSTED BY: Michael Kelly
Posted 6 years ago
POSTED BY: Larry Lange
Posted 6 years ago

Could you place the method you used to put the image to begin the process and the music sheet you used?

POSTED BY: Larry Lange
Posted 6 years ago

Classifying the Musical Components For the component classification, we use a ClassifierFunction trained on the DeepScores [^deepscores] [Classification Dataset](https://drive.google.com/file/d/1bdBrX0dAX734I3MA_6-wH_-N2eqq_tf_/view), cropping the images in relation to a lookup table - this is so that the images contain only the actual symbol, and the classifier doesn't learn the context instead of the symbol.

Unfortunately, the classifier trained during the Wolfram Summer Program misclassifies some images; however, it does still provide something that can be worked with.

I am having a hard time getting to the

Classification Dataset](https://drive.google.com/file/d/1bdBrX0dAX734I3MA_6-wH_-N2eqq_tf_/view)

POSTED BY: Larry Lange

Thank you very much Daniel. Wonderful presentation!

Posted 6 years ago

Thank you very much. It i a big help to me. It shows me the great potential of the language. Since I am a complete novice in using the language and music theory. I was struggling with creating user functions.

POSTED BY: Larry Lange
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