Video Captioning on Edge as Blind Assistant System
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Date
2024
Journal Title
Journal ISSN
Volume Title
Publisher
NHCE
Abstract
The wearable device presents an innovative solution tailored to address the unique
challenges faced by individuals with visual impairments. Positioned near the head and
equipped with an earphone, it serves as a versatile aid, offering real-time auditory
guidance to users. Upon activation, the device harnesses the power of computer vision
and machine learning algorithms, all executed locally on the Edge, eliminating the need
for external communication. Central to the device's functionality is its ability to classify
objects encountered by the user. Through sophisticated machine learning algorithms, it
swiftly identifies and categorizes objects in the user's vicinity, providing crucial
information for navigation and obstacle avoidance. This feature not only enhances
safety but also promotes independence by enabling users to navigate their surroundings
with confidence. In addition to object classification, the device incorporates facial
recognition technology, allowing it to identify individuals who come into the user's
proximity. The device's object description functionality bridges the gap between visual
data and auditory feedback, providing users with comprehensive descriptions of
identified objects in real-time. This enables users to perceive their surroundings more
fully and make informed decisions about navigation and interaction. By leveraging the
power of machine learning and executing computations on the Edge, it offers a high
degree of accuracy and efficiency while promoting user independence and autonomy. As
technology continues to evolve, solutions like these have the potential to greatly
improve the quality of life for individuals with visual impairments, enabling them to
navigate the world with greater confidence and ease.
Overall, this innovative wearable device stands as a testament to the profound impact
that well-designed assistive technology can have on enhancing the quality of life,
promoting independence, and fostering a greater sense of autonomy for individuals with
visual impairments.