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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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Difference between person_center and ann_center? #15

Closed aitrain closed 3 years ago

aitrain commented 3 years ago

Hi,

I have a short question regarding the bounding boxes. In measurement 3 (M3) you use bounding boxes from gender and from anns. However, I don't quite understand the difference between those. In my understanding, gender is passed the person bounding box. But which bounding box is passed to anns?

Thank you very much in advance.

All the best, Nastassia

Angelina-Wang commented 3 years ago

Hi Nastassia, the bounding boxes in anns correspond to objects, whereas the bounding boxes passed through gender corresponds to the person. If there are no objects in your dataset, anns can be left as an empty list. Hope that helps!