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I built an AI face rating app that shows its work: MediaPipe in the browser, an LLM on the server

This story is from 2026-10-14. It is preserved in the archive; the latest stories are on the live feed.

A lot of young people want to know how attractive they are, so they ask Gemini or ChatGPT to "rate my face from 1 to 10". Ask twice and you often get two different numbers, and neither answer shows how the number was reached. So I built a more methodical rating tool, where the score comes with evid…

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  1. 2026-10-14 15:17 · DEV Community — AI
    I built an AI face rating app that shows its work: MediaPipe in the browser, an LLM on the server

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