deepinsight / deepinsight/insightface

How to train Casia-webface

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Python
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Description

I want to use arcface torch to train the CASIA webface dataset. But I encountered difficulties.
I download the dataset from [here](https://github.com/deepinsight/insightface/tree/master/recognition/_datasets_).Some blogs told me to set "num_classes" to 10572, but I found that the number of categories in the paper is 10575.The blog was published in 2020. "[insightface](https://github.com/deepinsight/insightface)" is different from that time.I can't find the documentation that tells me how to set up the config file.

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Research direction

Start with the linked CASIA-WebFace dataset and the arcface torch training setup; compare the downloaded identities with the 10572 and 10575 counts mentioned in the issue. Done means the current configuration values and a reproducible setup path are documented clearly enough for a newcomer to train the dataset.

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Assessment

Tech stack
python, pytorch
Domain
documentation, machine-learning
Issue type
Documentation
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
30/100

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