how to monitor object detection model in production?

[IamExperimenting]

Hi Everyone, I have a doubt, can someone tell me how to monitor the object detection model in production, relevant articles would be helpful.

I have build the model using detectron2, and now I'm moving my model to production I would like to know which statistical and which parameter we consider to monitor the model or retrain the model.

Earlier, I have productionized regression model into production and I have used statistical test to monitor the data drift and model drift.

can someone tell me how to monitor the object detection model?

Thanks in advance