Tools:
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APIs
The ESHA Nutrition Database API provides several APIs including an API that returns a JSON representation of the specified food, one that returns all known nutrients, one that returns all known units, one that supports food search and another one for food recommendation.
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.
Scrapers
Recipe scrapers: https://github.com/hhursev/recipe-scrapers
NYT ingredient phrase tagger: https://github.com/NYTimes/ingredient-phrase-tagger
ESHA Nutrition Database API Recipe box scrapers which supports three websites in Python 3: Foodnetwork.com, Epicurious.com, and Allrecipes.com; see also https://eshaeightportions.com/products/nutrition-database-api/ANSES-CIQUAL French food composition table version 2020 datasets/Recipes/
Other tools and sources
https://ciqualrecipescape.anseskixlab.fr/#/cms/download/node/20Get your recipe on Googleorg/
NYT ingredient phrase tagger: https://developersgithub.google.com/searchNYTimes/docs/data-types/recipe#recipe-properties
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
Ontologies: