Smasoft's SmaAITrainer GUI supports models created in-house as well as ones provided by third parties. It performs model training through the Advantech MIC-770 computer
and a GPU card. In the initial POC stage, AI engineers collect pictures, classify them, execute training programs, and verify training results. If the results meet expectations, then the model is manually copied and loaded in the computer (for example, the Advantech MIC-730AI
) on the production line to perform inference. If the process goes smoothly in the POC stage and the model needs to be deployed at scale to production line machines, it will cost a lot of manpower, time, and money. It is also difficult to manage.