WINE-O.AI: computer vision assisted wine recommendations

by Michelle L. Gill, Ph.D.

This is the home of WINE-O.AI, a computer vision-based wine label search and recommendation application. WINE-O.AI uses computer vision, natural language processing, collaborative filtering, and D3 for visualization.

Note

Under development, 07/10/2017

To do:

• Add Website code (fix bug with responsive design)
• Add recommender notebook
• Clean data (more)
• Hook-up AWS instance to website
• Re-evaluate accuracy as a function of cluster number and augmented data

Presentation

A video and PDF of the presentation slides is available.

Application

The web application is under development, but you can sign-up on the website to receive a notification when the website launches.

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