For evaluation on test set use learn.get_preds() passing in dataloader created using test_dl,
learn.dls.test_dl??
“Create a test dataloader from test_items using validation transforms of dls”
tdl = learn.dls.test_dl([“test/bird.jpg”, “test/forest.jpg”])
learn.get_preds(dl=tdl,with_decoded=True)