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img isn't a graphic, as the blog post indicates.

sage: type(img) 
<type 'numpy.ndarray'>

The "right" thing to do is use imshow like here, but I can never figure out how to actually get it to show up in the notebook. But this might give you enough hints if you've used mpl in the past.