Did you find a solution? Well, of course yours might be
different from mine but let me show you what
I did in the case of the cat my model
thought was a dog. So let's go back to the notebook,
and we'll run the code. I'll upload this image to
see how it classifies. It's a crop of the cats, and lo and behold, it classifies as a cat. Let's open it, and compare
it to the original image, and we'll see that
just by cropping I was able to get it to change
its classification. There must have been something in the uncropped image that
matched features with a dog. Now I thought that was a very interesting
experiment, didn't you? Now what do you
think the impact of cropping might've
had on training? Would that have trained
the model to show that this was a cat better than
an uncropped image. That's food for thought,
and something to explore in the next lesson but first
let's go back to the workbook.