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davidsandberg avatar davidsandberg commented on April 30, 2024

Very interesting thread! Definitely worth looking into. Thanks!

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delip avatar delip commented on April 30, 2024

FYI, this new alignment bumps accuracy from 0.9292 to 0.9425 on LFW

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davidsandberg avatar davidsandberg commented on April 30, 2024

That's a very good result! Did you just apply the new alignment to the LFW test set, or did you apply it to the training set and retrain as well?

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delip avatar delip commented on April 30, 2024

You need to retrain with the new alignments, and also apply to the test set. I would imagine not using the same alignment in test and train would make the results worse.

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delip avatar delip commented on April 30, 2024

Also, I did not do this experiment. This result is from Brandon @ OpenFace. I want to retrain the models to try out a bunch of ideas, but I'm not easily getting access to CASIA (I have Facescrub).

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delip avatar delip commented on April 30, 2024

Good news. I got access to CASIA dataset!

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