virtualmlnet / hackathon-2020

Virtual ML.NET Hackathon 2020
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ML.NET Hackathon Idea - Virtual Sommelier #19

Open M1rceaDogaru opened 4 years ago

M1rceaDogaru commented 4 years ago

Hackathon Idea

Identify a suitable wine based on the description of its taste.

Your name

Mircea Dogaru

Team name

Wine Lovers

Brief Description

Choosing wine is hard work. You sit in front of the wine aisle watching hundreds of bottles, trying to figure out which one you want or fits your taste. Online isn't much better as you go through pages with wines on your favorite store. Virtual Sommelier attempts to solve this problem by going the other way around. You enter a description of the taste of the wine you desire and the platform suggests the most suitable wine for you. It uses ML.Net and a classification model trained with AutoML on a dataset of more than 130k WineMag reviews from professional sommeliers.

Other

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