3D camera nutrition system AI food measurement

Precise 3D measurement technology for clinical nutrition systems

The FoodScanner's 3D camera system automatically measures the volume, weight and nutritional values of each meal - in less than a second, with the accuracy of a manual measurement.

Combination of sensor technology and AI intelligence

The 3D sensor technology provides high-precision depth data, which is validated and supplemented by a visual language model (VLM). This enables the system to reliably recognize even complex dishes, regardless of lighting or position. The hybrid approach of hardware and AI guarantees measurement stability, even under real kitchen conditions.

Latest generation of 3D measurement technology

The high-precision 3D capture measures the volume and weight of each meal in real time with the accuracy of manual weighing. Even under different lighting and kitchen conditions, the system delivers consistent and reliable measurement results.

AI-supported analysis and validation

A visual language model (VLM) intelligently analyses each meal, automatically recognizes its components and precisely calculates its macronutrients. This creates an objective basis for clinical nutrition and quality management.

Self-calibration and process stability

The AI algorithms automatically adapt to real kitchen conditions, learn from every scan and calibrate themselves. In this way, the system becomes more accurate with every application - without manual adjustment, but with a growing understanding of what it is measuring.

AI nutrition tracking, AI nutrition tracking,

Seamless integration into existing processes

The FoodScanner 3D camera system fits seamlessly into existing kitchen and logistics processes.
It is installed directly above serving tables or return points and works fully automatically - without manual intervention or interruption to the workflow.
This creates a precise, stable measuring process that enables maximum efficiency with minimum installation effort.

Fully automatic recording

The FoodScanner measures every meal independently - no operator intervention, no additional time required.
Staff continue to work as usual while the system records data in real time in the background.

Robust hardware for continuous operation

Developed for professional everyday hospital use:
The systems run for up to 18 hours a day under real kitchen conditions - stable, reliable and low-maintenance.

Simple integration into existing systems

Connection to hospital information systems (HIS) and menu management software possible via standardized interfaces (HL7, REST API).
This automatically synchronizes nutrition and process data - securely, in compliance with data protection regulations and without additional maintenance effort.

Minimal installation effort

Only a power and network connection required - no structural adjustments.
Installation takes just a few hours, without interrupting kitchen operations.

Technical specifications of the 3D camera system

The FoodScanner's 3D camera system combines advanced sensor technology with AI-supported data analysis. It has been specially developed for continuous clinical operation and offers precise, stable and fully automated recording of meals - directly integrated into the kitchen process.

Feature

Specification

Technology

LiDAR / Structured Light / Time of Flight

Accuracy

± 10 % compared to manual measurement

Capture rate

Up to 30 frames per second (fps)

Processing

Real-time (real-time processing)

Processing model

Proprietary computer vision models and vision language models (VLM)

Conveyor belt integration

Optimized for operation via moving conveyor belts (no stopping necessary)

Data output

Volume, weight, macronutrients (fat, carbohydrates, protein), amount consumed per component

AI calibration

Self-learning algorithms with continuous improvement

Integration

Edge device with OpenVINO reference

Type of installation

Via conveyor belt or dispensing table

Operating time

24 hours a day, 7 days a week

Data transmission

Secure network connection (LAN or WLAN)

Interfaces

HIS, menu and quality systems via HL7 or REST API

Further technical details and model variants can be found in our data sheet with the technical specifications - now available as a PDF.

Precise nutrition begins with precise measurement.

The FoodScanner's 3D camera system provides clinically reliable data in real time - for better decisions, more safety and efficient processes.

Contact us now for a non-binding consultation

We take the time to address your concerns, whether it's a product demonstration, technical details, or a specific inquiry.

  • Location
    Nutrai GmbH, Weberstrasse 4, 8004 Zurich, Switzerland
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