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Preview of CleanScan

CleanScan

Snap a label, get an AI-powered ingredient breakdown, allergy alerts, “CleanScore,” and healthier substitutes—your pocket nutritionist in one scan.

id="app-details-left"> CleanScan – Project Story 🌟 Inspiration Late-night grocery runs became 45-minute label-decoding marathons for my daughter’s allergies (and my own post-mold-toxicity diet). I craved a single-tap scanner that vets ingredients, flags allergens, and suggests cleaner swaps. 📚 What I Learned Glossy packaging kills OCR —lighting tweaks and adaptive thresholding are essential. Ingredient aliasing (“rapeseed” vs “canola”) requires a robust synonym map . Micro-UX touches—flash toggle, auto-crop—boost scan success and user trust. 🛠️ How I Built It Layer Tech & Flow Front-end React…

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