WhichFits™ Vision

The tool provides an AI‑driven eyewear styling service that analyzes a user’s facial geometry to recommend frames. By capturing a selfie with each candidate frame, the system creates a 128‑point biometric map of the face and evaluates symmetry, proportion, and color harmony between skin tones and acetate pigments. The analysis yields a “verdict” indicating which frame best matches the individual’s facial features, along with stylistic notes and similarity suggestions.

It is aimed at consumers seeking data‑based guidance when choosing glasses, as well as retailers or designers who want to showcase AI‑generated fit recommendations. The interface guides users through three steps—uploading photos of two frames, receiving the AI verdict, and optionally sharing the result or voting on public preferences.

Distinctively, the service combines detailed facial proportion mapping with a neural color harmony model, presenting a quantified match percentage and explanatory notes rather than a simple visual preview. The approach is presented as experimental research, with references to underlying studies on facial geometry and color interaction.