Abstract: iNat-Anim Dataset iNat-Anim (iNaturalist + Animalia) is a multi-modal few-shot image classification benchmark. It consists of 195,605 images across 673 species from an array of animal classes. The images are taken as a subset of the images from the iNaturalist 2021 CVPR challenge [1] and are augmented with descriptions of each species from animalia.bio, an online animal encyclopedia (gathered March 2021). The descriptions are typically short and qualitatively more pertinent with respect to visual characteristics than generic species description...
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