What’s Cooking? Predicting Cuisines from Recipe Ingredients

Semester Project - Information Retrieval and Artificial Intelligence - CS317 & CS401 - FAST NUCES (Karachi)

What’s Cooking? Predicting Cuisines from Recipe Ingredients

What’s Cooking? Predicting Cuisines from Recipe Ingredients

Kaggle is an online platform for hosting data science competitions. On September 9, Kaggle opened a contest called “What’s Cooking?”. The goal of this contest is to predict the type of a cuisine (e.g. “Chinese” or “Mexican”) from the list of ingredients in a recipe. In this paper, Kevin K. Do and his team describes their methodology for training an algorithm to make such predictions, We implemented the paper in a Jupyter Notebook and Developed a Web Application that can predict cuisine types given the ingredients list.

Files:

Jupyter Notebook:

The Notebook Contains a Implementation of the paper.

Web System:

A Web Application is hosted at https://whats-cooking-ir.netlify.app/ .

  • Check Folder for Web Interface Code : IR-WEB-A3

Team:

Noman Anjum Hassan Ahmed Ahsan Ali
Noman Anjum Hassan Ahmed Ahsan Ali

References:

https://www.kaggle.com/c/whats-cooking/

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What’s Cooking? Predicting Cuisines from Recipe Ingredients

What’s Cooking? Predicting Cuisines from Recipe Ingredients