葡萄牙民间乐器的综合数据集用于计算机视觉和遗产研究
Luis Augusto Silva Zendron1, Héctor Sánchez San Blas1, André Filipe Sales Mendes1
1Expert Systems and Applications Lab, Departamento de Informática y Automática, Facultad de Ciencias, Universidad de Salamanca, Plaza de los. Caídos s/n, 37008 Salamanca, Spain.
Data in brief
|June 30, 2025
概括
这个数据集为AI开发提供了葡萄牙传统乐器的视觉数据. 它有助于计算机视觉研究识别和分类文化遗产仪器.
科学领域:
- 计算机科学 计算机科学
- 民族音乐学 民族音乐学
- 数字人文学科 数字人文学科
背景情况:
- 传统的葡萄牙乐器是文化遗产的重要组成部分.
- 这些仪器现有的视觉数据集有限,阻碍了研究和保存工作.
- "一个葡萄牙音乐,一个自己喜欢的平台"提供了真实的视觉文档.
研究的目的:
- 创建一个标准化,高质量的葡萄牙传统乐器视觉数据集.
- 促进用于仪器识别和分类的机器学习模型的开发.
- 支持计算机视觉,文化遗产保护和人工智能方面的研究.
主要方法:
- 视觉数据是从"A Música Portuguesa A Gostar Dela Própria"网页上的视频中提取的. 这些视觉数据是从"A Música Portuguesa A Gostar Dela Própria"网站上的视频中提取的.
- 图像被标准化为统一的分辨率,并应用了面部匿名化.
- 该数据集使用机器学习应用程序的Roboflow工具进行了标记.
主要成果:
- 编制了一个关于葡萄牙传统乐器的综合数据集.
- 数据集保留了正在演奏的乐器的原始视觉特征.
- 图像是为了支持计算机视觉模型的培训和测试而组织的.
结论:
- 该数据集为以文化遗产为重点的计算机视觉和人工智能研究提供了宝贵的资源.
- 这个数据集的公开可访问性促进了对传统乐器的进一步研究和分类.
- 这一举措有助于葡萄牙音乐遗产的数字保存和编目.
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