Deep learning based Object Detection models in arcgis.learn can be used to detect objects of interest. The Object detection with arcgis.learn guide details how we can train such models and use them to detect objects. Deep learning based Object Tracking models in arcgis.learn can be used to track objects, given the location of the target object in the first frame of the sequence. The Track Objects using SiamMask guide details how we can train such models and use them to track objects. This guide describes the usage of ObjectTracker class in arcgis.learn which pairs Object Detection models and Object Tracking models to enable Deep Learning powered multi-object tracking.