监护人-智能辅助工具,视障人士

C.K. Amarasinghe, R. Pinto, K.N. Sudusinghe
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引用次数: 0

摘要

目前,随着科技的进步,已经找到了各种帮助视障人士的设备和解决方案。尽管有了无数的技术突破,但在日常生活中,它们在执行最基本的功能时仍面临许多问题。识别他们每天使用的物品,识别一个人,无论这个人是他们认识的还是不认识的,以及他们的情绪,阅读显示在任何地方的文本信息,而不需要另一个人的帮助,这是我们处理的基本问题,并试图用一种工具来解决,这种工具包括一副内置摄像头的眼镜,它与移动应用程序集成在一起。内置摄像头将捕捉包含标签、物体或人物的文本图像,然后通过谷歌TTS引擎进行检测、分析和识别,并将其转换为语音,通过耳机输出给用户。Tesseract OCR、YOLO算法和TensorFlow模型分别用于该工具的每个特征。这个工具对盲人来说是非常有益的,因为它减轻了盲人在没有他人帮助的情况下无法进行日常活动所带来的挫败感。
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Guardian - Smart Assistant Tool for Visually Impaired People
At present, with the advancement of technology, various devices and solutions have been found to aid the visually impaired community (VI Community). Even with the countless technological breakthroughs, yet they face many problems performing the most basic functions in daily life. Identifying the objects, they use daily, identifying a person, whether it’s someone they know or not, and their emotions, and reading a text information displayed anywhere, without the assistance from another person are the basic issues we deal with and try to resolve using a tool consisting of a pair of spectacles with an inbuilt camera that is integrated with a mobile application. The inbuilt camera will capture the image of a text containing label, an object, or a person which will be then detected, analyzed, and recognized and will be converted to Speech using Google TTS engine and produced through the headphones giving the output to the user. Tesseract OCR, YOLO algorithm, and TensorFlow models have been used for each feature of the tool respectively. This tool will be very beneficial to a blind person as it mitigates them the frustration caused by being incapable of performing daily activities without any assistance from another person.
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