Headwall Photonics and perClass BV have announced a partnership to enable the generation of classification models using the Headwall MV.X and perClass Mira software on a PC. Those models are then uploaded to IP67-rated MV.X imaging systems on the production line with no need for dedicated computers to store and process the raw hyperspectral data. The MV.X systems host a runtime version of perClass Mira that outputs the classified data through an industry-standard GenICam interface to robotic systems to take action along the line without any further processing. Models can be easily updated if requirements or situations change; for example, the material being inspected changes or even more accurate classification models are developed over time.