The horror... The molded gelatin horror!

This model was trained on images of weird, ugly, and discolored old photos of food, mainly from mid-century cookbooks. The term "regrettable food" was coined by James Lileks, who has published a couple of books and maintains a website on the concept. But (most of) the images used to train this model are not from him.