Nutrition5k
Google Research
Estimating what is on a plate from a picture needs meals measured properly first. This is a downloadable collection of thousands of meals with depth images, video, ingredient lists, weights and nutrient values.
QUICK INFO
SOLUTION TYPE
Models, data & tools
TECHNOLOGY CATEGORY
Datasets & corpora
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 on this plate
- Estimate nutrients from a photo of a meal
- Meal images with ingredient lists and weights
- Train a food nutrition estimation model
- Measured meals with nutrient values
- Test calorie estimation from pictures
Scope & audience
WHO IT'S FOR
Food safety & QA manager · Scientist / researcher
AREA OF WORK
Food safety, quality & nutrition
COMMODITY / SCOPE
Food processing & safety
Access & technical details
ACCESS
Anyone can get it
INTERFACE
Code repository · Dataset download
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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