Form Image Prediction in Keras

I’m following this Keras tutorial in R:

After training my model, how do I form a prediction for a new flower image not used in training?

I don’t know R but looking into the code you shared, I’d try something like:

prediction = model(decode_img(file_path))

or something like that
the idea is to try to replicate exact the same data used during training