[ Case study ]

2D Image Anomaly Detection

Unsupervised defect detection for industrial quality inspection — 98.5% AUROC across 15 MVTec AD categories with zero defect training data, plus OpenCV defect heatmaps.

Stack: React · Tailwind CSS · Python
Team: Muhammad Umer, Subhan Ahmad
Links: Source ↗

github.com/umer250/2d-image-anomaly-detection

[ Stack & roles ]

React
Tailwind CSS
Python
FastAPI
PostgreSQL
SQLAlchemy
PyTorch

Subhan Ahmad — UI/UX design

[ Next project ]

Al Memon Foods ERP

View case study →

github.com/umer250/ERP-Rice-Navigator