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.
Under development, 07/10/2017
- [ ] 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
A video and PDF of the presentation slides is available.
The web application is under development, but you can sign-up on the website to receive a notification when the website launches.
- 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