萨拉伊基语言字符数据集 (SLCD)
Muhammad Ahmad Khan1, Khalil Khan2, Abdulrahman Aloraini3
1Pak-Austria Fachhochschule: Institute of Applied Sciences and Technology, Haripur, Pakistan.
Data in brief
|May 22, 2024
概括
已经创建了一个新的数据集,包含5万个萨拉伊基手写字符. 这一数据集将促进萨拉基语的光学字符识别 (OCR) 研究.
科学领域:
- 自然语言处理自然语言处理.
- 计算机视觉 计算机视觉
- 语言学的语言学.
背景情况:
- 萨拉伊基语由2600万人使用,主要在巴基斯坦.
- 德拉加齐汗人口中很大一部分的人口说萨拉伊基语.
- 现有的光学字符识别 (OCR) 研究缺乏对萨拉基语的全面支持.
研究的目的:
- 为解决萨拉基语需要一个强大的OCR系统的需求.
- 为公众提供一套新的萨拉伊基手写字符数据集.
- 为了促进萨拉伊基语言处理的科学研究.
主要方法:
- 收集了5万张手写萨拉伊基字符的扫描图像.
- 数据集的贡献者包括来自Pak-Austria Fachhochschule的教师和学生.
- 确保了贡献的多样性,大约有1000名参与者 (男性和女性).
主要成果:
- 一个全面的萨拉伊基手写字符数据集现在是公开的.
- 该数据集包括5万张扫描图像.
- 该资源已准备好用于科学研究和OCR开发.
结论:
- 创建的数据集是推进Saraiki语言OCR技术的宝贵资源.
- 该数据集的公开可访问性将促进进一步的研究和开发.
- 这个倡议支持萨拉伊基语的保存和数字化发展.
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