Vision Aid: Developing An Assistive Mobile Application for Visually Impaired Indivuals
Vision Aid is a cutting edge smartphone software that combines several assistive technologies into a unified platform to help visually impaired individuals. Integrating Computer Vision algorithms this project makes use of Bing Maps API for Step by Step navigation, Tesseract OCR for text recognition, YOLO (You Only Look Once) for real time object detection and CLIP (Contrastive Language-Image Pre training) for scene description. It offers voice commands, audio feedback for a more improved day to day life hence improving self-confidence while empowering independence to the users. This journal provides a thorough description of Vision Aid the development process, methodology, evaluation results and shows the potential for future improvements with a goal to advance mobile accessibility for visually impaired individuals
Authors
- Lauren Chimwaza
- Pempho Jimu
Institutions
- DMI-St. John the Baptist University (MW)
Publication Details
- Journal
- International Journal of Advanced Research in Science Communication and Technology
- Published
- 2024-11-13
- DOI
- https://doi.org/10.48175/ijarsct-22228
- Primary Topic
- Tactile and Sensory Interactions
- Type
- article
- Field-Weighted Citation Impact
- 0.00