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Very interesting, i recently worked with OpenBiometric [1] and made a guide how to use it very easy [2]. How different is OpenFace vs. OpenBR? [1] http://open
by kevinsimper 11y ago
Very interesting, i recently worked with OpenBiometric [1] and made a guide how to use it very easy [2].
How different is OpenFace vs. OpenBR?
[1] http://openbiometrics.org/ http://openbiometrics.org/
[2] https://github.com/kevinsimper/face-recognition https://github.com/kevinsimper/face-recognition
- bdamos 11y agoSummary: OpenFace uses fundamentally different techniques (a deep neural network) for face recognition that OpenBR currently doesn't provide. -- As our initial ROC curve on LFW's similarity benchmark in https://github.com/cmusatyalab/openface/blob/master/images/nn4.v1.lfw.roc.png https://github.com/cmusatyalab/openface/blob/master/images/n... shows, this approach results in slightly improved performance. The best point is an FPR of 0.0 and TPR of 1.0 (top left). You can see today's state-of-the-art private systems in the top left, followed by open source systems, then by historical techniques OpenCV provides like Eigenfaces. The dashed line in the middle shows what randomly guessing would provide. OpenBR is going in a great direction for reproducible and open face recognition. They provide a pipeline for preprocessing and representing faces, as well as doing similarity and classification tasks on the representations. The techniques from OpenFace could be integrated into OpenBR's pipeline.
- kevinsimper 11y agoThat sounds awesome, I don't quite understand it that about pipeline but maybe in future! hehe