The pet-tagging app at Pigskin

A friend builds an app for the Pigskin club fair. It tags photos as “dog” or “cat.” She trained it on photos from her own phone. In nearly all of her dog photos, the dog is outside on grass. At the fair, the app tags a cat sitting on a lawn as a dog.

Follow-up: What would you add to the training data to fix it?