Tools:
recipe scrapers: https://github.com/hhursev/recipe-scrapers
NYT ingredient phrase tagger: https://github.com/NYTimes/ingredient-phrase-tagger
ESHA Nutrition Database API https://esha.com/products/nutrition-database-api/
ANSES-CIQUAL French food composition table version 2020 https://ciqual.anses.fr/#/cms/download/node/20
Get your recipe on Google: https://developers.google.com/search/docs/data-types/recipe#recipe-properties
The Edamam APIs including a Nutrition Analysis, Food Database, and Recipe Search API (search over 2.3 million recipes by diets, calories and nutrient ranges)
Spoonacular offers a variety of widgets that allow you to work with food data, including an ingredient visualizer widget which lets you show a recipe‘s ingredient list in a visually appealing way, price visualizer widget which lets you show the total estimated cost for a recipe, a taste visualizer widget which lets you display the taste distribution of an ingredient or an entire recipe, a nutrition visualizer widget which lets you display macro and micro nutrients of a recipe, and an equipment visualizer widget which lets you show the tools required to make recipe. It also has a free list you can download with 'the 1000 most frequently used ingredients’.
Data sets:
RecipeQA: A Dataset for Multimodal Comprehension of Cooking Recipes
Recipe1M+: A Dataset for Learning Cross-Modal Embeddings for Cooking Recipes and Food Images
Recipe5K: dataset for ingredients recognition with 4,826 unique recipes composed of an image and the corresponding list of ingredients
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
The Rakuten dataset with about 800,000 recipes and images
Ontologies & knowledge extraction:
This paper estimates nutritional values for recipes