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.
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..
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.
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
Your business operations with our digital solutions
Every recognition completes in just 1 second on average, far surpassing the speed of manual ordering.
Just plug into your existing system via USB to instantly enable intelligent product identification.
Each recognition takes just 1 second on average — far beyond the speed limit of manual order-taking.
Combines weighing, payment, and printing in one powerful device. With a responsive touchscreen interface.
Wish to increase operation efficiency
Desired for Omnichannel business and integrate to all social media
Wish to have logistic supports
Wish to have logistic supports
Desired for Omnichannel business and integrate to all social media
Desired for Omnichannel business and integrate to all social media
Wish to keep track of member loyalty and directly engage users
Wish to keep track of member loyalty and directly engage users
Singapore, Malaysia, Indonesia, China
Over 9 invention patent applications filed
3000+ merchants have joined us
More than 400,000 active users