One of the more innovative and proficient features of the iSYM is the Automatic Material Classification. This functions is based on Machine Learning algorithms applied to the images took by the video camera at the entrance gates.  This system is already installed and working in an Italian steel maker and has reached the result of more than 99% in accuracy.

As soon as it is installed, the system is born with the experience inherited from previous projects, based on a database of many tens of thousands of images already encoded. To these, are added the images coming from our client's new application which enrich the system with the information and experience of the client where the new system is installed. This means that, after only a few hundred images acquired and encoded, the system is already able to identify automatically the type of scrap present on the truck or railway carriage.