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hey everyone my name is vinylin and in this video were going to finish the document classification Series today we are going to build a streamlit application which uses our pre-trained model and you can essentially add or upload an image to it and then youre going to get the prediction also Im going to show you some cool ways to visualize the outcome or the probability of the model and we are going to upload this to hermaphase spaces so other people can play around with the demo as well this is a demo amp of what we are going to build today it is hosted on having Face spaces and as you can see expects an image of a document and Im going to pass in one image from the test set that Ive already downloaded to my machine and you can essentially use the URL right here in order to test the demo for yourself but after you upload this image youre going to see that the demo app is showing you the document image itself it is telling you what our model is predicting as a type of this image