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Show HN: AI Facial Attractiveness Model Aligned with Human Preferences

faceanalysisai.com11 points1 comments
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A web tool that scores how appealing a face appears in a specific photo, producing a 1-10 estimate based on an AI model trained on thousands of images and the judgments of 60 human raters. Users can upload one to five clear, front-facing, unedited photos (JPG/PNG/WebP, up to 50 MB each) and the system combines multiple images for a steadier estimate. The model was trained to learn patterns in human ratings rather than relying solely on facial landmarks, and the site provides an illustrative reference chart and guidance on ideal input photos (natural, bare-faced, even lighting, both eyes visible) to reduce distortions from filters, retouching, studio portraits, or extreme angles.

The service is free with no stated limit on analyses and is positioned as a tool to compare profile-photo options rather than as an objective measure of personal worth. It explicitly cautions against using scores to infer background, gender, or to compare across demographic groups, and notes that lighting, expression, and image quality still affect results. Documentation includes an FAQ, changelog, and privacy policy; the core claim is that the scores reflect shared human preferences captured by the model, offering practical guidance for selecting photos rather than definitive judgments about attractiveness.

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