Algorithm: “Choose the blueberry muffins. Or, maybe the dogs. I dunno, I need more help here.”

Here is your dogset:
[0,1,0,1,
1,0,1,0,
0,1,0,1,
1,0,1,0]

The machine will learn that dogs cannot be next to eachother, it needs proper muffin fluffin

@hjk101

Computer:

"odd images: Things which taste great with buttermilk frosting"

"even images: Things which taste great with garlic sauce"

Me: "That's not quite right, computer, you need more training"

Computer: "Well... taste is subjective"

This boils down to detecting the cup of the muffin, the roughness of the surface around the dark spots and the shape and count of the dark spots.

If this would be used as a captcha, it would exclude humans of some cultures.

@Oktokolo ohhh, that would be a great anti-eastern filter =D

"select all the images containing food"

I would argue the set is actually

[0, 1, 0, 1,
1, 1, 1, 0,
0, 1 0, 1,
1, 0, 1, 0]