(Note that the ML model runs on the free memory tier on Heroku as a Docker container and it may not work with a high resolution image.)
A platform allowing users to share and discover fashion inspiration, eased through machine learning and a friendly social network.
- Framework: React
- State Management: Redux
- UI Library: MaterialUI
- Build System: Yarn
- Middleware: Flask HTTP API
- MongoDB (Document-based NoSQL DB)
- Amazon AWS S3 - Blob/Image Storage
Libraries:
- Pandas
- NumPy
- PyTorch
- Detectron2
typeset on Jupyter Notebook
- Frontend - TypeScript
- Backend (ML Model and API) - Python
CI/CD Provider: GitHub Actions
- Run linter
See frontend/package.json for detailed frontend library dependencies.