Using Synthetic Images To Uncover Population Biases In Facial Landmarks Detection

In order to analyze a trained model performance and identify its weak spots, one has to set aside a portion of the data for testing. The test set has to be large enough to detect statistically significant biases with respect to all the relevant sub-groups in the target population. This requirement m...

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Hauptverfasser:	Shadmi, Ran, Laserson, Jonathan, Elbaz, Gil
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Computer Vision and Pattern Recognition
Online-Zugang:	Volltext bestellen
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