/wine-o.ai

Wine-O.AI: Computer Vision Assisted Wine Recommendations

Primary LanguageJupyter Notebook

WINE-O.AI: computer vision assisted wine recommendations

by Michelle L. Gill, Ph.D.


Under Construction, 2016/09/26
Note: this repo is under clean-up and is currently missing a few notebooks. It will be updated to completeness within the week. This note will be deleted when code clean-up is complete.


This is the home of WINE-O.AI, a computer vision-based wine label search and recommendation application. This project was completed for my passion project at Metis Summer 2016 Data Science Bootcamp. WINE-O.AI uses computer vision, natural language processing, collaborative filtering, and D3 for visualization.

Presentation

The project was presented on September 15, 2016 at Career Night. A video and PDF of the presentation slides is available.

Blog Post

A blog post on themodernscientist will be available the week of 2016/10/03. This text will be updated when the website is posted.

Application

The application is not yet live, but you can sign-up on the website to receive a notification when the website launches.

Coming Soon!

Repo Contents

  • environment.yml: list of conda python libraries that were used during analysis
  • figures: images used in the presentation
  • notebooks: Jupyter notebooks used for analysis
  • presentation: PDF and video versions of the presentation