stesiam/glass-api repository overview

⁠Glass API

This image dockerizes a plumber⁠ API (an analogous tool to FastAPI of Python for API Development) that classifies glass based on its type (window / non-window), using ML model (Random Forest). My model is built using tidymodels⁠ and ranger⁠ packages.. The model build is outside the scope of docker. After the construction of my model, I exported it in an .RDS format which is used by API.

💻 GitHub Repo: GlassAPI⁠

💾 Data Source: UCI Machine Learning Repository⁠