Macroly

Macroly is an AI‑driven calorie and macronutrient tracker that lets users log meals by photographing a plate, scanning a barcode, or describing a restaurant order in plain text. The system identifies food items, portion sizes and preparation methods, then instantly displays estimated calories, protein, carbohydrates and fat. Users can adjust any values, and the app records those corrections to improve future estimates for recurring meals.

The app includes a dashboard that aggregates daily totals, macro targets and weekly trends, as well as tools for planning weekly meals, tracking pantry inventory, and browsing community‑shared recipes with pre‑calculated nutrition data. An “Eating Out Mode” provides quick estimates for restaurant dishes without needing a database lookup.

Macroly’s distinguishing feature is its adaptive AI memory: each user correction trains a personal model, reducing repeat errors and making the logging process faster and more accurate over time. The focus is on minimizing manual data entry while maintaining detailed macro tracking.