Insightface: MS1MV2+DeepGlintAsian

Created on 5 Jun 2020  ·  3Comments  ·  Source: deepinsight/insightface

2019.04.04: Arcface achieved state-of-the-art performance (7/109) on the NIST Face Recognition Vendor Test (FRVT) (1:1 verification) report (name: Imperial-000 and Imperial-001). Our solution is based on [MS1MV2+DeepGlintAsian, ResNet100, ArcFace loss].
这里面的MS1MV2是指ms1m-retinaface-t1.zip,DeepGlintAsian是指faces_glintasia.zip吗?

Most helpful comment

@nttstar May I know the difference of ms1m-arcface and ms1m-retinaface-t1 ?
Is the ms1mv2+deepglintasia refer to deepglint (181K,6.75M)?

  1. How did you clean the ms1m? Does ms1m-arcface (85k) use the emore image de-duplication library ? What about t1(93k)?
  2. What's the difference of the two clean list, can you release the two clean list ?
  3. Just as the name implies retinaface-t1 use retinaface to do alignment, what about ms1m-arcface, does it use mtcnn ?
  4. Any other difference ?

Finally, I found t1 is better than emore when i use the same backbone and loss, how to explain this phenomenon ?

Many thanks
Best regards

All 3 comments

MS1MV2 means ms1m-arcface(or ms1m-emore)

@nttstar May I know the difference of ms1m-arcface and ms1m-retinaface-t1 ?
Is the ms1mv2+deepglintasia refer to deepglint (181K,6.75M)?

  1. How did you clean the ms1m? Does ms1m-arcface (85k) use the emore image de-duplication library ? What about t1(93k)?
  2. What's the difference of the two clean list, can you release the two clean list ?
  3. Just as the name implies retinaface-t1 use retinaface to do alignment, what about ms1m-arcface, does it use mtcnn ?
  4. Any other difference ?

Finally, I found t1 is better than emore when i use the same backbone and loss, how to explain this phenomenon ?

Many thanks
Best regards

Hi, what is t1 mean? Could you share the name of t1 data ? I cannot find it in https://github.com/deepinsight/insightface/wiki/Dataset-Zoo

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