Using Pytorch model for processing a dataframe

I want to use my trained model to classify images whose file-names are stored in a column of a pandas dataframe. I would like a new column which contains the classification of the images.
I have not been able to find any examples which do not produce a web-service as the deployment. Most of those are toys which classify a single image.
I have my data, and a trained classifier model. I want to process tens of thousands of images at once. Eventually I’d like to do some stream processing.
— Cheers…