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AI Meal Photo Logger
Snap your meals and get a rough calorie log: a small AI model guesses each dish on your device.
Free, no uploads, no sign-up. Runs 100% in your browser.
How AI Meal Photo Logger works
Activity and health files are read in your browser. Nothing is uploaded, and no account is needed. CLIP (Transformers.js) compares each photo with 50 common dishes in a Web Worker and shows the top 3 guesses. Calories are rough per serving averages. Pick by hand mode needs no download.
Input: JPG, PNG, WEBP. Output: CSV.
How to use AI Meal Photo Logger
- Drop photos of your meals.
- Press Guess the dishes, or pick each dish by hand.
- Fix the dish and portions.
- Download the meal log.
Tips
- Most watches can export FIT files from their app or website.
- Health files reveal a lot about you. Here they never leave your device.
- These tools give training information, not medical advice.
AI Meal Photo Logger FAQ
- Are my files uploaded?
- No. This tool runs entirely in your browser tab. Files are read from your disk into memory and the result is generated locally.
- Is it free? Are there limits or watermarks?
- Free and open source (MIT). There are no file-size caps, daily quotas, accounts or watermarks.
- Does it work offline?
- Yes, once the page (and any engine it needs) has loaded, it keeps working without a connection thanks to the service worker cache.
Related tools
- BMI, BMR & Calorie Calculator: Body mass index, resting and daily energy needs, body fat from a tape measure, and a healthy weight range.
- AI Image Tagger: Tag a batch of photos with your own labels using CLIP zero-shot AI, then export the tags.
- FIT File Converter & Viewer: Open Garmin, Wahoo, Coros and Zwift FIT files, see the stats, route and charts, and convert to CSV, GPX, Excel or JSON.
- Heart Rate Zones: See time in each heart rate zone and the training load (TRIMP) of a workout from FIT, TCX or GPX.