[Patrick_Devine]

I gave it a picture of a cat (http://upload.wikimedia.org/wikipedia/commons/2/22/Turkish_V...) and got:

Photo 75% Shoes 69% Nature_Scene 69% Meat_Eater 63% Object 63% Mammal 63% Vertebrate 63% Cat 63% Indoors 62% Room 60% Person 58% Color 57% Judo 54% Person_View 53% Human 51% Leisure_Activity 50%

If you give the classifier a hint (animal) it gives: Meat_Eater 63% Mammal 63% Vertebrate 63% Cat 63%

So, clearly needs work as a general classifier, but still potentially useful.