Full-Stack Web Application for Fashion Recommendation

Beyond Closet is an awesome web application to get the color recommendation based on uploaded images and the color wheel theorem.

Requirements

• docker & docker-compose
• AWS account (S3, Elastic Beanstalk, Lambda, SageMaker)

Technical Components

To launch the container services of app, run the following:

# launch application
docker-compose build && docker-compose --env-file env_file up

# shut-down application
docker-compose down

High Level Archiecure

ML Algorithms behind the Website

• Object Segmentation (UNet)

• Color Detection (Kmeans++)

• Color Wheel Theorem (Projecting to spherical color space)

Website Demo

About

Your imagination has no limits, and anything is possible for you to imagine!

CEO: Alan Wang
CTO: Ajin Chen
COO: Jeff Yeh
Engineer: Ajin Chen, Karsten Cao, Yanan Cao, Tong Wang, Alan Wang, Ruifeng Luo
Data Scientist: Kaihang Zhao, Yangzhou Tang, Chenjia Guo, Fan Li
Project Manager: Monty Xu, Roger Ren, Jeff Yeh