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Re:Not Hotdog App by msdog on Tuesday May 16, 2017 @10:31AM (#14349842)
You can fetch a dataset of 1273 labeled hot-dog images and 123287 non-hot-dog images from mscoco training dataset:

search for "hot dog" or click on the hot dog icon:

http://mscoco.org/explore/

Re:Not Hotdog App by elldoubleyew on Tuesday May 16, 2017 @11:33AM (#14350349)
Were the images gathered by Stanford undergrads?