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Do ImageNet Classifiers Generalize to ImageNet?

International Conference on Machine Learning, (2019): 5389-5400

Cited: 359|Views275
EI

Abstract

We build new test sets for the CIFAR-10 and ImageNet datasets. Both benchmarks have been the focus of intense research for almost a decade, raising the danger of overfitting to excessively re-used test sets. By closely following the original dataset creation processes, we test to what extent current classification models generalize to new...More

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