Authors :
Swati Rai; Adnan Alam; Ish Gupta; Dr. Narayanamoorthi M
Volume/Issue :
Volume 8 - 2023, Issue 11 - November
Google Scholar :
http://tinyurl.com/ye2ys66n
Scribd :
http://tinyurl.com/3t7d3vbu
DOI :
https://doi.org/10.5281/zenodo.10559489
Abstract :
Visual impairment, affecting 20% of India's
population, poses challenges to independence and
mobility. To address this issue, an Integrated Machine
Learning System has been developed, enhancing
autonomy and safety. It offers real-time object
recognition, clear voice feedback, and unique distance
calculations for safety. Designed with a user-centric
approach, the system allows customization, supports
offline functionality, and addresses limited internet
access in certain regions. Continuous improvement and
collaboration with the visually impaired community,
along with robust data privacy measures, are integral to
this initiative. This effort significantly improves the
quality of life for visually impaired individuals in India,
fostering inclusivity and independence. Beyond object
recognition, the system's real- time distance calculations
provide safety through proximity warnings, enhancing
independence and safety for visually impaired
individuals.
Keywords :
Visually Impaired, Artifical Intelligence, Object Detection, Single Shot Detection
Visual impairment, affecting 20% of India's
population, poses challenges to independence and
mobility. To address this issue, an Integrated Machine
Learning System has been developed, enhancing
autonomy and safety. It offers real-time object
recognition, clear voice feedback, and unique distance
calculations for safety. Designed with a user-centric
approach, the system allows customization, supports
offline functionality, and addresses limited internet
access in certain regions. Continuous improvement and
collaboration with the visually impaired community,
along with robust data privacy measures, are integral to
this initiative. This effort significantly improves the
quality of life for visually impaired individuals in India,
fostering inclusivity and independence. Beyond object
recognition, the system's real- time distance calculations
provide safety through proximity warnings, enhancing
independence and safety for visually impaired
individuals.
Keywords :
Visually Impaired, Artifical Intelligence, Object Detection, Single Shot Detection