Construct · 1 fields · 1 citations

capture bias: a standalone construct

One name. One construct. A landmark on the map.

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Computer vision

the way photographers' habits in framing and viewpoint make each image collection distinctive, so models trained on one dataset generalize poorly to another.

In computer vision, capture bias refers to the way photographers' habits in framing and viewpoint make each image collection distinctive, so models trained on one dataset generalize poorly to another. This meaning comes from Torralba (2011) in CVPR 2011.[1]

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Nearby constructs

dataset bias1 fields · 1 citationsanchor · a standalone construct bias6 fields · 8 citationsjingle · one name, six constructs capture4 fields · 4 citationsjingle · one word, four constructs

References

Torralba, A., & Efros, A. A. (2011). Unbiased look at dataset bias. CVPR 2011. https://doi.org/10.1109/cvpr.2011.5995347

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