Enriching ImageNet with Human Similarity Judgments and Psychological Embeddings

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Enriching ImageNet with Human Similarity Judgments and Psychological
Embeddings

“Advances in object recognition flourished in part because of the availability of high-quality datasets and associated benchmarks. However, these benchmarks—such as ILSVRC—are relatively task-specific, focusing predominately on predicting class labels. We introduce a publicly-available dataset that embodies the task-general capabilities of human perception and reasoning. The Human Similarity Judgments extension to ImageNet (ImageNet-HSJ) is composed of human similarity judgments that supplement the ILSVRC validation set…”

Paper: https://arxiv.org/abs/2011.11015

November 25, 2020
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