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Real-time character reading system for Marathi script using Raspberry Pi

机译:使用Raspberry Pi的Marathi脚本的实时字符读取系统

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摘要

Development of real-time recognition systems for character recognition for Indian scripts is a challenging task. This paper presents a novel real time character reading system for Marathi script. The system is developed using Raspberry Pi and OpenCV Python. The reading system is composed of two modules, namely, image acquisition module and character recognition module. The image acquisition module consists of the camera and the character recognition module does the preprocessing, recognizes the characters and converts them into speech. In this paper, Marathi printed characters without any modifiers are acquired using camera and applied to the character recognition module. The recognition rate achieved is 92% using template matching.
机译:开发用于印度文字字符识别的实时识别系统是一项艰巨的任务。本文提出了一种新颖的Marathi脚本实时字符读取系统。该系统是使用Raspberry Pi和OpenCV Python开发的。读取系统由图像获取模块和字符识别模块两个模块组成。图像采集模块由照相机组成,字符识别模块进行预处理,识别字符并将其转换为语音。在本文中,使用相机获取了没有任何修饰符的Marathi印刷字符,并将其应用于字符识别模块。使用模板匹配可以达到92%的识别率。

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