The INaturalist Species Classification and Detection Dataset
CVPR, pp. 8769-8778, 2018.
Existing image classification datasets used in computer vision tend to have a uniform distribution of images across object categories. In contrast, the natural world is heavily imbalanced, as some species are more abundant and easier to photograph than others. To encourage further progress in challenging real world conditions we present t...More
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