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Nithin Gowda P · @nithin10

Defect Detection System

From github.com

I built a production‑grade deep learning system for industrial defect detection using YOLO, with real‑time inference APIs, a model registry, automated retraining pipelines, and Dockerized deployment on AWS EC2.

My Defect‑Detection‑System repo has 1 star.

Development started in 2026‑04.

The latest update was in 2026‑10.

FastAPI docs are available at http://<redacted>:8000/docs.

The live Streamlit UI runs at http://<redacted>:8501.