mirror of
https://github.com/deepinsight/insightface.git
synced 2026-05-14 12:17:55 +00:00
37 lines
1.9 KiB
Markdown
37 lines
1.9 KiB
Markdown
To reproduce the figures and tables in the notebook, please download everything (model, code, data and meta info) from here:
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[GDrive](https://drive.google.com/file/d/1aC4zf2Bn0xCVH_ZtEuQipR2JvRb1bf8o/view?usp=sharing)
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or
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[Baidu Cloud](https://pan.baidu.com/s/1oer0p4_mcOrs4cfdeWfbFg)
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Updated Meta data (1:1 and 1:N):
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[Baidu Cloud](https://pan.baidu.com/s/1x-ytzg4zkCTOTtklUgAhfg) (code:7g8o) ;
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[GDrive](https://drive.google.com/file/d/1MXzrU_zUESSx_242pRUnVvW_wDzfU8Ky/view?usp=sharing)
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Please apply for the IJB-B and IJB-C by yourself and strictly follow their distribution licenses.
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## Aknowledgement
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Great thanks for Weidi Xie's instruction [2,3,4,5] to evaluate ArcFace [1] on IJB-B[6] and IJB-C[7] (1:1 protocol).
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Great thanks for Yuge Huang's code [8] to evaluate ArcFace [1] on IJB-B[6] and IJB-C[7] (1:N protocol).
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## Reference
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[1] Jiankang Deng, Jia Guo, Niannan Xue, Stefanos Zafeiriou. Arcface: Additive angular margin loss for deep face recognition[J]. arXiv:1801.07698, 2018.
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[2] https://github.com/ox-vgg/vgg_face2.
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[3] Qiong Cao, Li Shen, Weidi Xie, Omkar M Parkhi, Andrew Zisserman. VGGFace2: A dataset for recognising faces across pose and age. FG, 2018.
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[4] Weidi Xie, Andrew Zisserman. Multicolumn Networks for Face Recognition. BMVC 2018.
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[5] Weidi Xie, Li Shen, Andrew Zisserman. Comparator Networks. ECCV, 2018.
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[6] Whitelam, Cameron, Emma Taborsky, Austin Blanton, Brianna Maze, Jocelyn C. Adams, Tim Miller, Nathan D. Kalka et al. IARPA Janus Benchmark-B Face Dataset. CVPR Workshops, 2017.
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[7] Maze, Brianna, Jocelyn Adams, James A. Duncan, Nathan Kalka, Tim Miller, Charles Otto, Anil K. Jain et al. IARPA Janus Benchmark–C: Face Dataset and Protocol. ICB, 2018.
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[8] Yuge Huang, Pengcheng Shen, Ying Tai, Shaoxin Li, Xiaoming Liu, Jilin Li, Feiyue Huang, Rongrong Ji. Distribution Distillation Loss: Generic Approach for Improving Face Recognition from Hard Samples. arXiv:2002.03662.
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