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torchvision · pretrained ResNet & EfficientNet backbones projects

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Solar panel cell electroluminescence image with a CNN defect-detection overlay highlighting cracks and hotspot regions.
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Solar Panel Defect Detection using CNN

This project builds an inspection assistant that spots solar-cell defects from electroluminescence (EL) imagery. A ResNet or...

NumPy · scikit-learn · metrics & confusion matrix Python 3.10 · PyTorch · CNN training & inference torchvision · pretrained ResNet & EfficientNet backbones
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Wildfire monitoring illustration: a forest landscape with a smoke plume rising, as flagged by the CNN smoke classifier.
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Wildfire Smoke Detection using CNN

This project builds an early-warning prototype that watches forest camera feeds for smoke plumes. A ResNet or EfficientNet CN...

Python 3.10 · PyTorch · CNN training & inference torchvision · pretrained ResNet & EfficientNet backbones HPWREN fire & smoke imagery · public camera feeds
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