Construct · 1 fields · 1 citations

ArcFace: a standalone construct

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

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Computer vision

a face recognition loss that adds an angular margin between embeddings and class centers on a hypersphere to increase discriminative power.

In computer vision, ArcFace refers to a face recognition loss that adds an angular margin between embeddings and class centers on a hypersphere to increase discriminative power. This meaning comes from Deng (2019) in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).[1]

Unit
Recovery means
Measured by

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Nearby constructs

class3 fields · 3 citationsjingle · one word, three constructs discriminative power1 fields · 1 citationsanchor · a standalone construct face recognition1 fields · 1 citationsanchor · a standalone construct

References

Deng, J., Guo, J., Xue, N., & Zafeiriou, S. (2019). ArcFace: Additive Angular Margin Loss for Deep Face Recognition. 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). https://doi.org/10.1109/cvpr.2019.00482

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