4 datasets found

Groups: Visual Domain Adaptation

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  • Image-CLEF

    The Image-CLEF dataset is a benchmark dataset for visual domain adaptation. It contains 600 images from three domains.

  • Office-Home dataset

    The Office-Home dataset is a visual domain adaptation task, where the goal is to adapt a model trained in a source domain to a target domain with different distributions.

  • Office-Caltech10

    Domain adaptation (DA) aims to transfer discriminative features learned from source domain to target domain. Most of DA methods focus on enhancing feature transferability...

  • VisDA2017

    VisDA2017 is a popular synthetic-to-real domain adaptation benchmark, which consists of 150k synthetic and 55k real images from 12 categories.