6 papers with code • 5 benchmarks • 3 datasets
Our system predicts ingredients as sets by means of a novel architecture, modeling their dependencies without imposing any order, and then generates cooking instructions by attending to both image and its inferred ingredients simultaneously.
Ranked #1 on Recipe Generation on Recipe1M
Existing approaches to recipe generation are unable to create recipes for users with culinary preferences but incomplete knowledge of ingredients in specific dishes.
Ranked #1 on Recipe Generation on Food.com
Interests in the automatic generation of cooking recipes have been growing steadily over the past few years thanks to a large amount of online cooking recipes.
We investigate an open research task of generating cooking instructions based on only food images and ingredients, which is similar to the image captioning task.