Identify meals using AI

Below is a free tool to identify meals. Just upload your image, and our AI will predict what food it is - in just seconds.

meals identifier

How this identifier works

To start, upload your image. Our AI tool will then predict what food it is.

This pretrained image model uses the food101 dataset and is built with 24996 samples across 101 labels, including ApplePie, BabyBackRibs, Baklava, and 98 other labels.

We'll also show a confidence score (the higher the number, the more confident the AI model is of what food it is).

Whether you’re a tech-minded cook, just curious, or building meals detection into your application, we hope our classifier proves helpful.

Need to identify meals at scale?

Get API or Zapier access to this classifier for free. It's perfect for:



  • Restaurant Menu Management: Automate menu item identification from customer photos for reviews or menu suggestions.

  • Nutritional Tracking Apps: Improve diet tracking by identifying meals from user-uploaded images for nutrient estimation.

  • Food Bloggers: Tag food images with specific meal names for better searchability.

  • Grocery and Meal Delivery Services: Suggest recipes or products based on identified meal preferences.

  • Culinary Education Platforms: Aid in teaching culinary skills by using meal identification in educational content.

  • Food Safety Inspections: Identify potential food safety violations in commercial kitchens by recognizing specific meals.

  • Marketing Research: Analyze food trends by categorizing and studying images of meals shared online.

Want this classifier for your business?

In just minutes you can automate a manual process or validate your proof-of-concept, all without having to bother the dev team.

Get it now