Beyond Automated Settlement, Understanding Health Management: SingTown Technology Empowers the Creation of Intelligent Dining Systems

In modern dining scenarios, manual settlement methods are inefficient, especially during peak hours in university canteens, corporate cafeterias, and hospital dining halls, often leading to queue congestion and settlement errors. To achieve rapid settlement and intelligent management, the food and beverage industry urgently needs to adopt automated tray recognition technology based on machine vision and AI image recognition.

SingTown Technology's automated tray settlement system, built upon the OpenMV smart camera, utilises AI image recognition visual algorithms to achieve meal identification, amount calculation, and settlement linkage. This assists food and beverage enterprises in enhancing operational efficiency and customer experience.

Food and beverage enterprises have adopted SingTown Technology's OpenMV intelligent camera recognition technology to construct an intelligent dining system that integrates AI machine vision recognition, automated settlement, and nutritional monitoring.

The system installs an OpenMV intelligent camera above the tray channel to capture tray images in real time. Using AI image recognition visual algorithms, it comprehensively analyzes colour, shape, and texture features through a deep learning model to identify dish types and quantities, enabling automatic pricing and settlement of trays.

Furthermore, the system can automatically calculate the nutritional intake information for each meal (such as energy, protein, fat, vitamin content, etc.) based on the recognition results. By linking with the user account through the database, it enables personalised health data management.

In environments with complex lighting and reflections from utensils, the OpenMV smart camera will automatically adjust exposure and white balance to ensure recognition stability. Its embedded edge-side AI computing capability enables recognition and settlement to be completed locally, with a response time of less than 1 second, ensuring smooth operation during peak hours.

Leveraging SingTown's software and hardware platform, this system offers flexible edge deployment capabilities, enabling rapid and seamless integration with various scenarios such as restaurant POS systems, membership apps, and health management platforms. It meets diverse intelligent needs including unmanned checkout, nutrition tracking, and data analysis.

Through SingTown Technology's OpenMV intelligent camera AI image recognition technology, the food and beverage industry has successfully advanced from "automatic settlement" to an "intelligent ecosystem for dietary management," enabling AI machine vision and embedded vision technologies to genuinely empower the healthy development of smart dining.