About open-set face recognition

guglielmocamporese / cvaecaposr

Code for the Paper: "Conditional Variational Capsule Network for Open Set Recognition", Y. Guo, G. Camporese, W. Yang, A. Sperduti, L. Ballan, ICCV, 2021.

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About open-set face recognition #5

Closed thanhuitha closed 3 years ago

thanhuitha commented 3 years ago

Hi Guglielmo Camporese, congratulations to you for your work! I want to ask Can I can apply this model in open-set face recognition problem, for example in LFW dataset, by replace resnet34 by VGG-Face? Can you give me some advice about this ^^ many thanks

guglielmocamporese commented 3 years ago

Hi,

In general, yes, it should work! The only difference is that my model is developed, for now, for relatively small images! (MNIST, CIFAR-10, CIFAR-100, SVHN, TinyImageNet). Also, the VGG architecture is much heavier than the ResNet-34, so the time and memory consumption are increased a lot! Keep me updated if you take this direction,

Guglielmo