Food Recognition and Calorie Estimation Model
BinhQuocNguyen
Logging a meal usually means guessing portions and typing everything in by hand. These are downloadable model weights and code that recognise foods in a photo, estimate portion size and work out calories across about a hundred food categories.
QUICK INFO
SOLUTION TYPE
Models, data & tools
TECHNOLOGY CATEGORY
Models & fine-tunes
AREA OF WORK
Food safety, quality & nutrition
ACCESS
Free · Open source
DEPLOYMENT
Self-hosted / on-premise · Downloadable
SOURCE REVIEWED
August 17, 2026
What it helps with
- How many calories are in this dish
- Log a meal from a photo
- Estimate portion size from a picture
- Identify the food in a photo
- Build a calorie counting app
- Stop typing meals in by hand
Scope & audience
WHO IT'S FOR
Developer / AI builder
AREA OF WORK
Food safety, quality & nutrition
COMMODITY / SCOPE
Cross-commodity
Access & technical details
ACCESS
Anyone can get it
INTERFACE
Model download / weights · Code repository
DEPLOYMENT
You run it yourself
LANGUAGES
Not stated by provider
Featured media
Source information
This listing was compiled from publicly available source material. Verify current details with the provider.
PROVIDER DOCUMENTATION
Reviewed August 2026
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