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filingDate 2019-05-17-04:00^^<http://www.w3.org/2001/XMLSchema#date>
grantDate 2021-11-02-04:00^^<http://www.w3.org/2001/XMLSchema#date>
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publicationDate 2021-11-02-04:00^^<http://www.w3.org/2001/XMLSchema#date>
publicationNumber US-11164478-B2
titleOfInvention Systems and methods to mimic target food items using artificial intelligence
abstract Systems and methods to mimic a target food item using artificial intelligence are disclosed. The system can learn from open source and proprietary databases. A prediction model can be trained using features of the source ingredients to match those of the given target food item. A formula comprising a combination of most relevant source ingredients and their proportions can be determined using the trained prediction model. A set of existing recipes can be used as a dataset to train a recurrent neural network (RNN) and/or other suitable models. The RNN can be used to determine a recipe to mimic the target food item. The recipe may comprise a cooking process for the set of ingredients in the formula and can be cooked by a chef. The recipe may be further modified as necessary based on human feedback on sensorial descriptors.
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