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针对英文手写体草书和印刷体的端到端交互式深度学习标注系统【英文版】.pdf |
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英文标题:An end-to-end, interactive Deep Learning based Annotation system for cursive and print English handwritten text中文摘要:本文介绍了一种创新的、完整的端到端流程,采用深度学习和用户交互技术,对印刷和草书英文手写手稿进行注释,该方法使用了最先进的文本识别模型构建的检测系统和自定义的深度学习模型,结合易于使用的交互式界面,旨在提高检测、分割、序列化和识别阶段的准确性,以确保高质量的注释数据,最大程度地减少人类交互。英文摘要:With the surging inclination towards carrying out tasks on computationaldevices and digital mediums, any method that converts a task that waspreviously carried out manually, to a digitized version, is always welcome.Irrespectiv
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