Small yet Assistive: Spatially-Aware Post-Training for Low Vision
An estimated 1 billion people worldwide live with vision impairment, yet current vision-language models (VLMs) produce descriptions too vague for safe navigation by blind and low-vision (BLV) users. Large VLMs can generate high-quality audio-description-compliant narrations but cannot run on mobile devices; small VLMs...
Rishabh C. Choudhary, S. Raj, Umesh Goyal et al.
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