Food Recomendation System

This is a machine learning web app, when executed, the client gets to choose a food item based on his own liking, and we recommend 10 more such similar foods through our recommendation system. Our system utilizes item-based collaborative filtering to implement the same. We provide a variety of cuisines to choose from with vegetarian/non-vegetarian options as well.

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Preview

The Project is Deployed at https://foodrecomm.herokuapp.com/

Functionalities

• User can choose vegetarian/non-vegetarian options
• User can select from a variety of cuisines
• The rating scale can be set by the user
• Our system recommends 10 food items similar to the user's initial choice

Instructions to run

• Pre-requisites:

  • Streamlit
  • Python 3.6-3.9

• Install Streamlit

$ pip install streamlit

• Executing the source file

$ streamlit run app.py

Contributors

Ayush Jindal

Joshikha M

Suvodeep Sinha

License

Made with ❤️ by DS Community SRM