盲人阅读器和对象检测器

M. Murali, Shreya Sharma, Neel Nagansure
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引用次数: 4

摘要

这项工作旨在帮助视障人士阅读文本材料和识别周围的物体。输入以从网络摄像机捕获的图像的形式进行。然后根据用户的选择对图像进行处理,以便进行文本读取或对象检测。树莓派作为处理整个过程的微控制器。文本读取由名为OCR的软件支持。使用TTS合成将读取的文本转换为音频输出。该过程所需的其他依赖项包括Tesseract Library。对象检测是项目的另一个方面,它使用TensorFlow对象检测API实现。它能够探测到周围的各种物体,并提供有关这些物体的音频反馈。数据集可以根据用户需要在各种不同的情况下进行训练,从而使其具有可扩展性
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Reader and Object Detector for Blind
This work aims to assist the visually impaired people for reading a text material and detect objects in their surroundings. The input is taken in the form of an image captured from the web camera. This image is then processed either for the purpose of text reading or for object detection based on user choice. The Raspberry Pi acts as the microcontroller for processing of the entire process. The text reading is supported by software named OCR. The read text is changed into an audio output using the TTS Synthesis. Other dependencies required for the process include Tesseract Library. The Object Detection is another aspect of the project which is implemented using a TensorFlow Object Detection API. It is able to detect various objects in its surroundings and provide an audio feedback about the same. The dataset can be trained on various different situations depending on the user needs, thus making it scalable
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