MagicEye: An Intelligent Wearable Towards Independent Living of Visually Impaired

TL;DR

MagicEye is an advanced wearable device that combines CNN-based object detection, facial recognition, currency identification, GPS navigation, and proximity sensing to assist visually impaired individuals in daily activities, promoting independence.

Contribution

This paper introduces MagicEye, a novel wearable integrating multiple AI modules tailored for visually impaired users, enhancing object recognition, navigation, and identification capabilities.

Findings

High accuracy in object detection across 35 classes

Effective facial recognition and currency identification

Improved navigation assistance for users

Abstract

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.