视障人士的行人过街灯和障碍物检测

Tshering Tenji Sherpa, Akinori Kimura
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引用次数: 1

摘要

本研究旨在为视障人士开发一种完整的便携式辅助设备。它的重点是检测行人交通灯和视障人士穿过人行横道时的障碍物。该系统通过深度学习实时识别行人交通灯,并以音频输出的形式向视障人士提供穿越人行横道的信号。它应该在白天和夜间都能工作,并且具有良好的可靠性。为了使系统具有良好的可靠性,对不同种类的图像和视频数据进行了采集、编辑,并存储在大量的训练数据中,以获得良好的模型。
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Pedestrian Crossing Lights and Obstacles Detections for Visually Impaired Person
This research aims to develop a complete portable aid for visually impaired persons. It focuses on detecting the pedestrian traffic lights and obstacles in the way of a visually impaired person who crosses a pedestrian crossing. The system recognizes the pedestrian traffic lights in real-time with deep learning and provides signals to the visually impaired person to cross the pedestrian crossing in the form of audio output. It should work in both the day and night time and have good reliability. For the good reliability of the system, different sorts of images and video data have been collected, edited, and stored in a large amount of training data to get a good model.
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