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EssilorLuxottica has turned AI glasses into a scaled consumer platform, with millions of Ray-Ban Meta units sold and growing profitability driven by optical attachments like prescription lenses and premium upgrades.
This paper presents ARGO, a smart eyewear platform for on-device machine learning that integrates a multimodal sensor suite and an optimized YOLOv11 model for real-time urban obstacle recognition, achieving privacy-preserving local processing with low latency and a memory footprint of 2.483 MB.