Annotation Tool and XML Representation for Online Indic Data

S. Belhe, Chetan Paulzagade, Sanket Surve, Nitesh Jawanjal, Kapil Mehrotra, Anil Motwani
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引用次数: 5

Abstract

In this paper we describe the semi-automatic annotation tool for annotating online handwritten data of Indic scripts. The annotation of handwriting data is essential to train and test the recognizers. In this paper we briefly describe the XML representation for storing online handwritten data in Indian languages. We then describe the annotation tool which essentially annotates at stroke, character and word level and exploits the uniqueness of XML standard to provide quality labels at different levels of annotation. The tool also facilitates classification of data based on quality of handwriting, age & region of writers. The annotator can verify the outputs suggested by the tool. The tool is supplemented by a utility for data segregation and accuracy calculator which aids quick performance analysis of recognizer. This tool is extensively used for annotating large amount of Hindi data and promising time saving is obtained in otherwise tedious annotation activity.
联机索引数据的注释工具和XML表示
本文描述了一种用于在线印度文字手写数据标注的半自动标注工具。手写数据标注是训练和测试识别器的关键。在本文中,我们简要地描述了用于存储印度语言在线手写数据的XML表示。然后,我们描述了标注工具,它本质上是在笔画、字符和词的层次上进行标注,并利用XML标准的唯一性在不同的标注层次上提供高质量的标签。该工具还促进了基于笔迹质量的数据分类,作者的年龄和地区。注释器可以验证工具建议的输出。该工具辅以数据分离实用程序和精度计算器,有助于快速分析识别器的性能。该工具广泛用于注释大量印地语数据,并且有望在繁琐的注释活动中节省时间。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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