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DigiFace-1M: 1 Million Digital Face Images for Face Recognition #520

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tkuri opened this issue Oct 22, 2022 · 0 comments
Open

DigiFace-1M: 1 Million Digital Face Images for Face Recognition #520

tkuri opened this issue Oct 22, 2022 · 0 comments
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Application: Image Recognition Conference: WACV Winter Conference on Applications of Computer Vision Field: ComputerGraphics Computer Graphics Subject: Dataset Dataset Year: 2023

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@tkuri
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tkuri commented Oct 22, 2022

論文概要

ウェブから収集された顔画像データセットは（人種、照明、化粧等）著しく偏りがあり、ラベルノイズもあり、更にプライバシーの課題もある。そこでCGでデジタル顔をレンダリングし100万枚以上の顔認識用の合成データセットを導入し、上記課題を解決。

bib_20221009 00
https://arxiv.org/abs/2210.02579

Code & Dataset

https://github.com/microsoft/digiface1m
@tkuri tkuri added Subject: Dataset Dataset Field: ComputerGraphics Computer Graphics Conference: WACV Winter Conference on Applications of Computer Vision Application: Image Recognition Year: 2023 labels Oct 22, 2022
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