How to view predicted JSON file using detectron2

After using detectron2 to train custom coco datasets, how do I view annotations as a JSON file made by the predicter, `DefaultPredictor(get_cfg())`?

I can get the prediction overlaying the image using `Visualizer` but I'd like to view these predictions as a JSON file.

