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Cars dataset contains 16,185 images of 196 car classes. The dataset is split into 8,144 training images and 8,041 test images, with each class roughly divided 50‑50. Classes typically include manufacturer, model, and year, e.g., 2012 Tesla Model S or 2012 BMW M3 coupe.