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cat-classifier

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Project for CS 171 Intro to ML, Fall 2025. A machine learning project comparing CNN and Logistic Regression models for cat breed classification. Uses PyTorch to train on image datasets with data augmentation, exploring the balance between dataset complexity and model performance to identify visual features that distinguish different cat breeds.

  • Updated Dec 8, 2025
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