Vienna

Alexander Pacha

Elite
@apacha

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

390

sensor-fusion-demo. This repository contains several different sensor-fusion implementation that can be compared with each other.

141

MusicObjectDetector-TF. Music Object Detector with TensorFlow

91

MusicSymbolClassifier. A Python project that trains a Deep Neural Network to distinguish between Music Symbols

36

MusicScoreClassifier. A python script that trains a model that can learn to distinguish between music scores and arbitrary content.

19

MusicObjectDetection. Accompanying source code for the journal paper "A Baseline for General Music Object Detection with Deep Learning"

12

Mensural-Detector. Music Object Detector for Mensural Notation, as published in the ISMIR2018 paper

12

PrintedMusicSymbolsDataset. A collection of printed music symbols

7

Homus. A revisited version of the HOMUS (Handwritten Online Musical Symbols) database from http://grfia.dlsi.ua.es/homus/

6

CVC-MUSCIMA. Helper scripts for the CVC-MUSCIMA dataset

5

MusicObjectDetector-TorchVision. Music Object Detector with TorchVision

2

audio_sheet_retrieval. Learning Audio - Sheet Music Correspondences for Cross-Modal Retrieval and Piece Identification

1

moonlight. Optical music recognition in TensorFlow

1

musicdiff. A music score notation diff package (and command line tool)

1

ManualMusicScoreClassifier. Small WPF application that allows to quickly classify an entire image as 'music scores' or 'something else'

1

ManualMusicSymbolClassifier. Small WPF app for manually classifying musical symbols

1

MasterDetail_And_Tabs. A very simple Android-application that uses Master/Detail-Flow and Tabs to demonstrate problems described on StackOverflow.

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