Staff Layout Analysis Using the YOLO Platform
In this paper, we bring an update on the performance of OMR layout analysis with the state-of-the-art YOLO platform. Compared to the MeasureDetector (the main publicly available tool for layout analysis), it achieves a similar or better accuracy across both in-domain and out-of-domain tests over three different datasets that we harmonized, it is more than 20x faster, and requires more than 4 times less memory.
Vojtěch Dvořák, Jan jr. Hajič, and Jiří Mayer. Staff Layout Analysis Using the YOLO Platform. In Jorge Calvo-Zaragoza, Alexander Pacha, and Elona Shatri, editors, Proceedings of the 6th International Workshop on Reading Music Systems, pages 18-22, Online, 2024. https://arxiv.org/abs/2411.15741