An Affordable AI-Integrated Smart Cane for Multimodal Mobility Assistance of Visually Impaired Users

Ali Akarma, Adeel Ahmad, Toqeer Ali Syed

Visual impairment affects over 2.2 billion people worldwide, yet conventional white canes cannot detect elevated hazards or provide semantic environmental context. Existing AI-assi…