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Grad-CAM · decision-region visualizations projects

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Thumbnail for Dog Breed Classification using Transfer Learning: a dog photo representing the ResNet classifier trained on Stanford Dogs.
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Dog Breed Classification using Transfer Learning

A fine-grained image classifier that identifies dog breeds from photos using transfer learning: a ResNet (He et al. 2016) pre...

NumPy · scikit-learn · metrics · confusion matrix Matplotlib · Seaborn · accuracy and loss curves Python 3.10 · PyTorch · training · validation · inference
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Thumbnail for Plant Species Identification using MobileNet: a leaf photo representing the MobileNet classifier trained on PlantVillage.
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Plant Species Identification using MobileNet

A leaf-photo classifier that identifies plant species using MobileNet (Howard et al. 2017), the lightweight CNN designed for...

NumPy · scikit-learn · metrics · confusion matrix Matplotlib · Seaborn · accuracy and loss curves Python 3.10 · PyTorch · training · validation · inference
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