A Large-Scale Car Dataset for Fine-Grained Categorization and Verification. (arXiv:1506.08959v1 [cs.CV])

This technical report serves as an extension to our earlier work published in CVPR 2015. The experiments shown in Sec. 5 gain better performance on all three tasks, i.e. car model classification, attribute prediction, and car model verification, thanks to more training data and better network structures. The experimental results can serve as baselines in any later research works. The settings and the train/test splits are provided on the project page.

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