Stanford Cars Dataset

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The Cars dataset contains ~16k images classified into 196 classes of cars. The data is split into an almost even test/train set. Classes are typically created at the level of Make, Model, and Year. For example, A 2012 Tesla Model S or a 2012 BMW M3 coupe.