wafer-defect-detection

Here are 3 public repositories matching this topic...

Rajendar-Muddasani-2 / ResNet_Wafer_Map_Classifier

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 Mar 5, 2026
Python

gokularaman-c / wafer-defect-detection

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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

PanagiotaGr / wafer-fault-detection-with-ml

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Research-driven wafer defect classification framework combining classical ML and CNN-based approaches, with experimental analysis of few-shot learning under severe class imbalance and limited data regimes.

machine-learning cnn classification class-imbalance semiconductor wafer focal-loss applied-machine-learning wafer-map ml-pipeline waf-detection wafer-defects manufacturing-ai wafer-defect-detection

Updated Apr 16, 2026
Jupyter Notebook

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