Senior Machine Learning Engineer @Canva, teaching Deep Learning at the TU Wien, and a passionate musician.
OMR-Datasets. Collection of datasets used for Optical Music Recognition
390sensor-fusion-demo. This repository contains several different sensor-fusion implementation that can be compared with each other.
141MusicObjectDetector-TF. Music Object Detector with TensorFlow
91MusicSymbolClassifier. A Python project that trains a Deep Neural Network to distinguish between Music Symbols
36MusicScoreClassifier. A python script that trains a model that can learn to distinguish between music scores and arbitrary content.
19MusicObjectDetection. Accompanying source code for the journal paper "A Baseline for General Music Object Detection with Deep Learning"
12Mensural-Detector. Music Object Detector for Mensural Notation, as published in the ISMIR2018 paper
12PrintedMusicSymbolsDataset. A collection of printed music symbols
7Homus. A revisited version of the HOMUS (Handwritten Online Musical Symbols) database from http://grfia.dlsi.ua.es/homus/
6CVC-MUSCIMA. Helper scripts for the CVC-MUSCIMA dataset
5MusicObjectDetector-TorchVision. Music Object Detector with TorchVision
2audio_sheet_retrieval. Learning Audio - Sheet Music Correspondences for Cross-Modal Retrieval and Piece Identification
1moonlight. Optical music recognition in TensorFlow
1musicdiff. A music score notation diff package (and command line tool)
1ManualMusicScoreClassifier. Small WPF application that allows to quickly classify an entire image as 'music scores' or 'something else'
1ManualMusicSymbolClassifier. Small WPF app for manually classifying musical symbols
1MasterDetail_And_Tabs. A very simple Android-application that uses Master/Detail-Flow and Tabs to demonstrate problems described on StackOverflow.
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