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princetonvisualai / revise-tool

REVISE: A Tool for Measuring and Mitigating Bias in Visual Datasets --- https://arxiv.org/abs/2004.07999
MIT License
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How to use RESIVE on my own dataset？ #55

Closed Masterzhuior closed 2 years ago

Masterzhuior commented 2 years ago

I want to use it to check the bias of my training data（face dataset）. Do I need to preprocess the dataset with some annotators in advance ?

Angelina-Wang commented 2 years ago

Hello! Yes, given that the annotation-free analyses, e.g., scene recognition, are probably not very relevant on a face dataset, you would get the most out of the tool if the images had annotations associated with them.