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Looks very interesting (and slightly scary) but does seem to a bit under the wheather right now.

I drew a boot, got a cat [1]. That's some serious over-fitting, or something. I hope no cats were hurt.

[1] Perhaps this works: http://imgur.com/a/xvg6q.

That's because that was run on the cat's dataset. For the boot use the boot editor?

Huh? I did, it says "edges2shoes" right there in my image, and I cleared away the example shoe before drawing my crappy attempt at a boot.

Of the four editors on the page ("facades", "edges2cats", "edges2shoes" and "edges2handbags") I clearly used the one related to shoes/boots.

The backend service was probably confused. Just try running it again.