Computer vision that turns meal images into structured food data
What tray recognition can support
Tray and food-item recognition
Create a structured record of the foods detected on the tray.
Nutrition and intake workflows
Connect recognized tray items with nutrition or consumption records where required.
Food-waste analysis
Use supported before-and-after or related workflows to identify uneaten food.
Menu validation
Compare recognized items with the configured foodservice context.
Checkout workflows
Use tray recognition as an input to self-service or point-of-sale processes.
Tray recognition is not the same as general meal recognition
General food recognition must handle open-ended meal images from many users and environments. Tray recognition is designed for a more controlled setting in which the facility, menu, serving context and operational workflow are known.
This makes it possible to align the recognition workflow with the dishes actually offered at a specific site, date or service period and then connect the result to facility processes.
From tray capture to operational data
1. Configure the environment
Align the system with the site, menu and operational workflow.
2. Capture the full tray
Acquire an image of the complete tray at the relevant point in the process.
3. Recognize offered items
Identify the tray items using the configured recognition context.
4. Validate the result
Apply the client workflow for confirmation, correction or menu validation where required.
5. Use the structured output
Connect the recognized tray to checkout, intake monitoring, food-waste analysis or reporting workflows.
Built for controlled foodservice environments
A deployment tailored to the site
Tray recognition is an enterprise deployment rather than a generic self-service API configuration. The technical setup depends on the menu structure, capture hardware, number of sites, required outputs and client systems.
For this reason, LogMeal evaluates the environment and integration requirements before defining the deployment architecture.
Need tray recognition for a real operational environment?
Show us your trays, menu structure and workflow so we can evaluate the right deployment model.