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RASOI - Recipe Generator
Rabiya Idrishi1, Suraj Iyer2, Snehal Waghela3, Savita Lohiya4
1Information Technology Department, SIES Graduate School of Technology
2Information Technology Department, SIES Graduate School of Technology
3Information Technology Department, SIES Graduate School of Technology
4Information Technology Department, SIES Graduate School of Technology
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Abstract - In everyday life, scenarios present
themselves wherein one may want to cook something,
but due to certain limitations like inaccessibility of
ingredients, minimal guidance, lack of inspiration may
deter them from accomplishing the task. The solution is
a machine learning algorithm that takes into
consideration what one has in the fridge or pantry, to
generate a recipe utilizing those available ingredients.
To be precise, it takes an ingredient in the form of a
string, converts it into a vector representation. Further it
uses a recurrent neural network to generate a full recipe
including a title, a list of ingredients and a set of
instructions to be followed. Our aim with this project is
to bridge the gap by generating suggestions based on the
user input.
Key Words: lstm, natural language processing, react recipe
generation, rnn, text generation