人脸数据集归纳

人脸识别训练数据集

1. CASIA-Webface (10K ids/0.5M images)
2. CelebA (10K ids/0.2M images)
3. UMDFace (8K ids/0.37M images)
4. VGG2 (9K ids/3.31M images)
5. MS1M-IBUG (85K ids/3.8M images)
6. MS1M-ArcFace (85K ids/5.8M images)
7. Asian-Celeb (94K ids/2.8M images)
8. DeepGlint (181K ids/6.75M images)
9. IMDB-Face (59K ids/1.7M images)
10. Celeb500k (500K ids/50M images)
11. MegaFace (672K ids/4.7M images)

人脸识别验证数据集

1. CFP-FP (500 ids/7K images/7K pairs)
2. AgeDB-30 (570 ids/12,240 images/6K pairs)
3. LFW (5749 ids/13233 images/6K pairs)
4. CALFW (5749 ids/13233 images/6K pairs)
5. CPLFW (5749 ids/13233 images/6K pairs)

人脸识别图像测试数据集

1. MegaFace
2. IJB (IJB-B, IJB-C)
3. TrillionPairs
4. NIST

人脸识别视频测试数据集

1. YTF
2. IQIYI

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参考连接：https://github.com/deepinsight/insightface/wiki/Dataset-Zoo#imdb-face-59k-ids17m-images-9