Individuals with visual impairments often face a multitude of challenging obstacles in their daily lives. Vision impairment can severely impair a person's ability to work, navigate, and retain independence. This can result in educational limits, a higher risk of accidents, and a plethora of other issues. To address these challenges, we present MagicEye, a state-of-the-art intelligent wearable device designed to assist visually impaired individuals. MagicEye employs a custom-trained CNN-based object detection model, capable of recognizing a wide range of indoor and outdoor objects frequently encountered in daily life. With a total of 35 classes, the neural network employed by MagicEye has been specifically designed to achieve high levels of efficiency and precision in object detection. The device is also equipped with facial recognition and currency identification modules, providing invaluable assistance to the visually impaired. In addition, MagicEye features a GPS sensor for navigation, allowing users to move about with ease, as well as a proximity sensor for detecting nearby objects without physical contact. In summary, MagicEye is an innovative and highly advanced wearable device that has been designed to address the many challenges faced by individuals with visual impairments. It is equipped with state-of-the-art object detection and navigation capabilities that are tailored to the needs of the visually impaired, making it one of the most promising solutions to assist those who are struggling with visual impairments.
翻译:视力受损人群经常会在日常生活中面临多种挑战和障碍。视力受损可能会严重影响一个人的工作、导航和独立生活能力。这可能导致教育上的局限、更高的事故风险以及众多其他问题。为了解决这些挑战,我们提出了MagicEye,一种最先进的智能可穿戴设备,旨在帮助视力受损人群。MagicEye采用定制的卷积神经网络模型,能够识别日常生活中经常遇到的室内和室外物品。神经网络共拥有35种类别,被专门设计为在物品检测方面具有高效和精确性。该设备也配备了面部识别和货币识别模块,为视力受损人群提供了宝贵的帮助。此外,MagicEye还有GPS导航感应器,以便用户轻松移动,以及距离感应器,可以检测到附近的物体而无需物理接触。总而言之,MagicEye是一款创新和高度先进的可穿戴设备,旨在解决视力受损人群面临的许多挑战。它配备了最先进的物品检测和导航功能,专门为视力受损人士设计,是帮助他们解决视力受损问题最有前途的解决方案之一。