Transkribus. A Platform for Automated Text Recognition and Searching of Historical Documents

Transkribus. A Platform for Automated Text Recognition and Searching of Historical Documents
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运输。

DOI:
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发表时间:
2019
期刊:
eScience
影响因子:
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通讯作者:
Günter Mühlberger
Günter Mühlberger
中科院分区:
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文献类型:
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作者:
S. Colutto;Philip Kahle;Günter Hackl;Günter Mühlberger

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Transkribus平台为历史文献的数字化、转录、识别和搜索提供服务和工具。它是全球唯一一个非技术用户能够训练自己的基于机器学习的神经网络并将其应用于文档的平台,以便生成自动转录并通过关键字定位进行搜索。Transkribus被世界各地成千上万的用户和数百个档案馆,图书馆和研究小组使用。在本文中,我们简要介绍了该平台的基本业务和治理模型,以及平台的技术方面的方法。
The Transkribus platform provides services and tools for the digitization, transcription, recognition and searching of historical documents. It is the only platform worldwide were non-technical users are enabled to train their own machine learning based neural networks and to apply them on their documents in order to generate an automated transcription and to make them searchable via keyword spotting. Transkribus is used by thousands of users and hundreds of archives, libraries, and research groups all over the world. In this paper we briefly describe the approach of the platform in terms of the underlying business and governance model, as well as the technical aspects of the platform.