WalkVLM addresses the critical need for AI-assisted walking guidance for the 200+ million people worldwide with visual impairments.

• Leverages vision-language models to analyze surroundings and provide real-time walking guidance
• Creates a standardized benchmark for training and evaluating walking assistance systems
• Offers contextual understanding of environments to help users navigate safely
• Prioritizes practical applications that enhance mobility and independence

This research represents a significant advancement in assistive technology, potentially transforming mobility for visually impaired individuals by providing them with AI-powered environmental awareness and navigation support.

WalkVLM: Aid Visually Impaired People Walking by Vision Language Model