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DeepScores and Deep Watershed Detection : current state and open issues

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  • معلومة اضافية
    • بيانات النشر:
      Society for Music Information Retrieval
    • الموضوع:
      2018
    • Collection:
      ZHAW digitalcollection (Repository of the Zurich University of Applied Sciences)
    • نبذة مختصرة :
      This paper gives an overview of our current Optical Music Recognition (OMR) research. We recently released the OMR data set DeepScores as well as the object detection method Deep Watershed Detector. We are currently taking some additional steps to improve both of them. Here we summarize current and future efforts, aimed at improving usefulness on real-world tasks and tackling extreme class imbalance.
    • File Description:
      application/pdf
    • Relation:
      https://doi.org/10.21256/zhaw-4777; https://hdl.handle.net/11475/14488; https://digitalcollection.zhaw.ch/handle/11475/14488
    • الرقم المعرف:
      10.21256/zhaw-4777
    • الدخول الالكتروني :
      https://hdl.handle.net/11475/14488
      https://doi.org/10.21256/zhaw-4777
      https://digitalcollection.zhaw.ch/handle/11475/14488
    • Rights:
      info:eu-repo/semantics/openAccess ; https://creativecommons.org/licenses/by-nc/4.0/
    • الرقم المعرف:
      edsbas.C3F89ECC