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12EAT AI Visual Recognition

Using Convolutional Neural Networks (CNNs), AI visual recognition models extract and model features from images. During the training process, the neural network continuously optimizes itself to accurately recognize the content of images based on the features it has learned.

Recognition within 0.1 seconds

Through AI visual recognition, the system can quickly detect changes in the visual scene. Actions such as adding or removing items, or adjusting their positions, are precisely and rapidly re-identified, with the updated pricing calculated in real time..

Category-agnostic with 99.9%+ recognition accuracy

Supports the recognition of various categories including dishes, beverages, fruits, and noodle bowls. The system can quickly identify items whether they are served by tray, by portion, or by individual dish.

Multi-AI model adaptability easily solves settlement challenges across diverse scenarios.

By applying tailored models to different sub-scenarios, 12EAT AI enhances adaptability, accuracy, and flexibility in real-world business applications.

Quantized model 14M,Recognition speed on RK3588 board: 0.1 seconds

Designed for simplicity — install and start using immediately.

Our model achieves over 98% Recall@1 on our internal dataset.

Enables accurate dish-level, tray-level, and hybrid food recognition

Technological AI Solutions for Tomorrow's Business

Your business operations with our digital solutions

Food and bakery recognition

Every recognition completes in just 1 second on average, far surpassing the speed of manual ordering.

FMCG recognition

Just plug into your existing system via USB to instantly enable intelligent product identification.

AI-powered all-in-one cashier scale solution

Each recognition takes just 1 second on average — far beyond the speed limit of manual order-taking.

All-in-one self-checkout machine

Combines weighing, payment, and printing in one powerful device. With a responsive touchscreen interface.

Our Team

Let our top digital solutions lighten your workload.

Alex Tian

CEO

Gao Shan

Director, Innovation And Product

Xu Lei

Director,BD And Channels

Alicia Chen

Director,Marketing And User Growth

AI POS System

Wish to increase operation efficiency

F&B Smart Solution

Desired for Omnichannel business and integrate to all social media

Logistic System

Wish to have logistic supports

Logistic System

Wish to have logistic supports

F&B Smart Solution

Desired for Omnichannel business and integrate to all social media

F&B Smart Solution

Desired for Omnichannel business and integrate to all social media

Member Loyalty System

Wish to keep track of member loyalty and directly engage users

Member Loyalty System

Wish to keep track of member loyalty and directly engage users

4

+

Countries

Singapore, Malaysia, Indonesia, China

11

+

Patent for invention

Over 9 invention patent applications filed

3542

+

Partners

3000+ merchants have joined us

400000

+

Number of service users

More than 400,000 active users

Our Customers