RecipeQA: A Dataset for Multimodal Comprehension of Cooking Recipes
Recipe1M+: A Dataset for Learning Cross-Modal Embeddings for Cooking Recipes and Food Images
RecipeNLG dataset contains 2.2 million recipes; see the corresponding paper
Epicurious Food Ingredients and Recipes Dataset with Images; 13.5K recipes
YouCook2 is one of the largest task-oriented, instructional video dataset in the vision community
Food.com Crawled data from Food.com (GeniusKitchen) online recipe aggregator, 280K+ recipes
The Rakuten dataset with about 800,000 recipes and images (Japanese); see also the paper describing this dataset
MIRecipe dataset consists of 239,973 instructional images for 26,725 (Chinese) recipes, including recipe name, recipe ID, brief descriptions, ingredients, seasonings, instructions (both text and image) and tips
Carnegie Mellon Recipe Database contains 260 annotated recipes; see also the corresponding paper which also introduces the Minimal Instruction Language for the Kitchen (MILK).
Representing recipes
Google provides a useful schema for representing recipes: https://developers.google.com/search/docs/data-types/recipe#recipe-properties. It includes, amongst others, the following elements:
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