Deploying Mask RCNN as a web application

Hello ,
I used mask rcnn to segment medical images. I have completed training the model and now want to deploy it as a web app. I want to be able to upload an image on the webpage , run mask rcnn in the background on the uploaded image and then display the segmented output to the user again. Can someone please guide me on how to do this?

@deepi98 You could create and API rest that receives and imagen in a POST. this image is passed to the model.

Did you trained Mask-RCNN with fastai?