gokularaman-c / wafer-defect-detection Star 1 Code Issues Pull requests Mask-aware wafer defect classification using a DenseNet-based CNN with explicit geometry masking and Grad-CAM explainability. computer-vision deep-learning grad-cam cnn pytorch densenet explainable-ai semiconductor-manufacturing wafer-map wafer-defect-detection Updated Jan 4, 2026 Jupyter Notebook
rajendarmuddasani / P04_ResNet_Wafer_Map_Classifier Star 1 Code Issues Pull requests Enterprise-grade ML platform for semiconductor wafer defect classification using ResNet-50 U-Net architecture with active learning. kubernetes enterprise machine-learning computer-vision deep-learning pytorch resnet production-ready semantic-segmentation active-learning semiconductor onnx fastapi wafer-defect-detection Updated Dec 15, 2025 Python
PanagiotaGr / wafer-fault-detection-with-ml Star 0 Code Issues Pull requests Semiconductor wafer defect classification using classical machine learning models (SVM, Logistic Regression, Random Forest) on wafer map images. machine-learning classification semiconductor wafer wafer-defects wafer-defect-detection Updated Jan 6, 2026 Jupyter Notebook