Training on multipie

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Mohamed Samy

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May 23, 2016, 9:51:38 PM5/23/16
to CMU-OpenFace
I am planning to train on this dataset http://www.multipie.org/ (The CMU Multi-PIE face database contains more than 750,000 images of 337 people recorded in up to four sessions over the span of five months.) added to CASIA/ facescrub, I want your opinion regarding the accuracy, specially the identification accuracy. Is the retraining worth it, or it won't improve the accuracy too much?

Thanks

Brandon Amos

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Jun 3, 2016, 4:25:28 PM6/3/16
to CMU-OpenFace
Hi Mohamed,

I haven't tried training with the CMU Multi-PIE dataset added to CASIA/FaceScrub. It will potentially improve the accuracy, but it might not. I have tried training with VGG face (alone, not combined with CASIA/FaceScrub) and even though it's a larger database, I didn't get higher accuracy than with CASIA/FaceScrub.

Also you might be interested in following some accuracy improvements we're planning on integrating over the next few weeks:
-Brandon.
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