A taxonomy of defects with a benchmarking script that validates which of them can be spot by which static analyzers
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Dec 10, 2025 - Python
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defect-classification
Here are 6 public repositories matching this topic...
A user-friendly web application for detecting defects on painted surfaces using live webcam input and image uploads.
python opencv machine-learning quality-control computer-vision deep-learning quality-assurance user-friendly live-detection defect-detection defect-classification defect-diagnosis manufacturing-defects
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Aug 15, 2024 - Python
This project is for defect classification on multi-light source
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Nov 24, 2025 - Python
docker devops machine-learning deep-learning ci-cd hyperparameter-tuning azure-deployment machine-learning-engineering azurecontainerregistry defect-detection mlflow fastapi azurewebapp azure-cloud steel-defect-detection defect-classification mlops-workflow aiengineering manufacturing-intelligence optuna-optimization
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Feb 19, 2026 - Python
ResNet-18 wafer defect classifier trained on WM-811K — focal loss, CBAM attention, TTA, and Grad-CAM++ explainability. Macro-F1 0.916 on the 9-class labeled subset.
computer-vision deep-learning grad-cam pytorch image-classification resnet class-imbalance attention-mechanism semiconductor explainable-ai focal-loss wafer-map cbam test-time-augmentation supervised-classification defect-classification wm-811k manufacturing-ai wafer-defect-detection
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Jul 5, 2026 - Python
Mango Classification Competition by AICUP 2020
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Feb 23, 2021 - Python
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