How do you use a model after you've trained it?

Part 1 (2019)
1

After training a model such as cats vs dogs, how do you use it? Meaning suppose I want to pass a single image to the model and have it return the classification. I don’t want to store the new image in a directory and call the model. It seems there should be a way to pass individual images through.

2

In lesson 2 there is a section on putting models to Production. Basically you can save the model in its binary form and load it in a web application where you can upload an image and use the model to get the predictions.

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3

Thank you. I watched Lesson 2 right after posting this topic.

I tried to delete the topic but am not allowed.