BiteSmart is an AI-powered ingredient scanner that helps consumers make informed food choices by analyzing packaged food labels.
With a simple scan, users can instantly see ingredient details, potential allergens, harmful additives, and nutrition insights—helping them avoid health risks and make smarter dietary decisions.
✅ Instant Ingredient Scan – Uses OCR & AI to extract and analyze ingredients from food labels.
✅ Allergen & Health Risk Alerts – Flags hidden allergens, excess sugar, preservatives, and harmful additives.
✅ Personalized Recommendations – Provides insights based on dietary preferences, allergies, and health conditions.
✅ Terms & Conditions Summarization – Uses Pegasus Transformer to simplify complex product disclaimers.
✅ Nutrition & Eco-Impact Scores – Rates products based on their health and environmental impact.
- Frontend: Kotlin for Android
- Backend: FastAPI, MongoDB
- AI & ML Models:
- OCR for text extraction
- Cloud Infrastructure: MongoDB Atlas
1️⃣ Scan a product label using the mobile/web app or browser extension.
2️⃣ Get real-time insights on ingredients, allergens, and potential risks.
3️⃣ Receive personalized warnings based on your health preferences.
4️⃣ Make smarter food choices instantly!
👪 Parents – Ensuring safe food for kids
🩺 Diabetics & Health-Conscious Individuals – Monitoring sugar & additive intake
🥗 Fitness Enthusiasts – Making smarter dietary decisions
✅ SDG 3: Good Health & Well-being – Helping consumers avoid harmful ingredients and diet-related diseases
✅ SDG 12: Responsible Consumption – Encouraging healthier, sustainable food choices
✅ SDG 9: Industry & Innovation – Using AI to enhance transparency in food labeling
You can view our detailed Security and Risk Management document here.
We welcome contributions! Feel free to fork this repository, create a new branch, and submit a pull request.
This project is licensed under the MIT License.