A look at the recently developed MPM method (an improvement over Detection & Association method) of tracking individual cell movements in cell cultures. The individual cells are identified using U-Nets, and a MPM created for each cell, and cell track data extracted from these maps using efficient algorithms. Has applications in Medical imaging, Biometrics, Wound imaging, Cell analysis and bacteriology.