STEMMA recognition software

4RM Systems offers software based on artificial intelligence and machine vision for recognizing weighing goods.

STEMMA software allows to automate cash register operations:

• Recognition of weighing goods. Artificial intelligence, receiving a photo from the camera installed on the SSC/VSO, automatically determines which goods are on the weighbridge.
• Reduced service time. Customers no longer have to memorize and enter numerical combinations or search for items on the screen. The name and article of the goods are determined by the neural network. These technologies speed up queue movement, increasing SSC/VSO throughput.
• Reducing the probability of errors in product identification. The recognition system independently recognizes goods, reducing the likelihood of human error.

Advantages of STEMMA recognition software

• Training for the assortment of a particular store (chain of stores);
• additional training of the system during operation;
• possibility to add new SKUs to the already trained neural network.

The main components of STEMMA recognition software

• hardware (cameras, sensors, computers that collect data and process it);
• software (algorithms and models that analyze data, make predictions and make decisions);
• interfaces (mechanisms for interacting with the user);
• data (information used to train and run the models, including images, videos, and other forms of data);
• infrastructure (servers, cloud services, and networks that store, process, and transfer data).

Algorithm of actions to implement the software at the client:

1. 1. Contact us / leave a request (contact phone numbers, mail, form from the website).
2. 2. Discussing project details, forming a CoP.
3. 3. Implementation of the pilot project (if the client needs it) (pilot project is free of charge, for a limited number of SKUs up to 100 items, the term of project implementation is 1 month + term for evaluation of project success is 2 months).
4. 4. Scaling of the recognition system to all client's objects (specified in the CP).
5. 5. Adding new SKUs to the recognition system, which is already working at the client (for an additional fee).