u/Acrobatic_Limit9108

Looking to deploy a production focused action recognition model. What is some current work being done in this field especially with the constraint of deploying on edge devices? I know in research it’s more heavy transformer architectures but just curious if FSM or classifiers are more relevant now.

Note: Just to dive deeper in the product, I already have features from a detection model which consists of object confidence score and hand features from the video (also GT labels of actions) and hoping to use those metrics to build an action recognition model. Any thoughts on this would be helpful