ML Drug Screening

A Python-based Machine Learning application that analyzes urine color images to perform preliminary drug screening. Deployed at Fort Vajiravudh Hospital for initial patient screening.

ML Drug Screening - 1

My Role

ML Developer — Model Training, Data Collection, Deployment

Tech Stack

PythonMachine Learningscikit-learnOpenCVFlask

Source Code

github.com/wongsakron

Key Highlights

Custom ML model trained on clinical urine sample data
Image processing pipeline for color analysis using OpenCV
Deployed in real clinical environment at Fort Vajiravudh Hospital
High accuracy classification for preliminary screening