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New recipe generation based on a user's input ingredients

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Recipe Generation

Main idea

The goal is to introduce a model that would be capable of generating new recipes based on a user's input ingredients.

Basing on Eat-PIM and FlavorGraph generated embeddings, the input user's ingredients would result in a FlowGraph, presenting the recipe proposed by the model.

Chain of work

  • Parse provided ingredients
  • Match infringements with Foodon and Wikidata entities
  • Choose most relevant ingridients
  • Generate a set of the most applicable actions for these ingredients
  • Create a FlowGraph from these ingredients and actions
  • Generate textual recipe based on the FlowGraph

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New recipe generation based on a user's input ingredients

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