Step Lightly
Sneak through a dark ranch house where every footstep lights your way and alerts a monster
BitsExplorer finds what people are building with AI, every day. See today's picks →
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…
Description excerpted from the original listing, which is linked below.
Every Monday: how many projects were built with AI that week, which tools built them, where they came from, and the week's picks.
Read the latest week