Publication type: Research data
Title: DeepScoresV2
Authors: Tuggener, Lukas
Satyawan, Yvan Putra
Pacha, Alexander
Schmidhuber, Jürgen
Stadelmann, Thilo
et. al: No
DOI: 10.5281/zenodo.4012193
Issue Date: 2-Sep-2020
Publisher / Ed. Institution: Zenodo
Language: English
Subjects: Music object recognition; Deep learning; Object detection; OMR; DeepScores
Subject (DDC): 006: Special computer methods
Abstract: The DeepScoresV2 Dataset for Music Object Detection contains digitally rendered images of written sheet music, together with the corresponding ground truth to fit various types of machine learning models. A total of 151 Million different instances of music symbols, belonging to 135 different classes are annotated. The total Dataset contains 255,385 Images. For most researches, the dense version, containing 1714 of the most diverse and interesting images, is a good starting point. The dataset contains ground in the form of: - Non-oriented bounding boxes - Oriented bounding boxes - Semantic segmentation - Instance segmentation
URI: https://digitalcollection.zhaw.ch/handle/11475/26236
Related publications: https://doi.org/10.21256/zhaw-20647
License (according to publishing contract): CC BY 4.0: Attribution 4.0 International
Departement: School of Engineering
Organisational Unit: Institute of Applied Information Technology (InIT)
Published as part of the ZHAW project: RealScore – Scanning of Real-World Sheet Music for a Digital Music Stand
Appears in collections:ZHAW Forschungsdaten School of Engineering

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Tuggener, L., Satyawan, Y. P., Pacha, A., Schmidhuber, J., & Stadelmann, T. (2020). DeepScoresV2 [Data set]. Zenodo. https://doi.org/10.5281/zenodo.4012193
Tuggener, L. et al. (2020) ‘DeepScoresV2’. Zenodo. Available at: https://doi.org/10.5281/zenodo.4012193.
L. Tuggener, Y. P. Satyawan, A. Pacha, J. Schmidhuber, and T. Stadelmann, “DeepScoresV2.” Zenodo, Sep. 02, 2020. doi: 10.5281/zenodo.4012193.
TUGGENER, Lukas, Yvan Putra SATYAWAN, Alexander PACHA, Jürgen SCHMIDHUBER und Thilo STADELMANN, 2020. DeepScoresV2. Data set. 2 September 2020. Zenodo
Tuggener, Lukas, Yvan Putra Satyawan, Alexander Pacha, Jürgen Schmidhuber, and Thilo Stadelmann. 2020. “DeepScoresV2.” Data set. Zenodo. https://doi.org/10.5281/zenodo.4012193.
Tuggener, Lukas, et al. DeepScoresV2. Zenodo, 2 Sept. 2020, https://doi.org/10.5281/zenodo.4012193.


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