mvtec

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msaadirfan-max / ai-surface-defect-detection-system

AI-powered surface defect detection system for ceramic tile manufacturing. Fine-tuned ResNet-50 on MVTec AD dataset with Grad-CAM explainability, served via FastAPI microservice with Node.js/Express backend and React dashboard.

nodejs machine-learning typescript react-native computer-vision mongodb grad-cam pytorch resnet quality-assurance transfer-learning defect-detection fastapi mvtec

Updated Aug 5, 2026
TypeScript

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