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Published 20 hours ago • verified publisher icon eldar

Another encoder

Open mrlzla opened this issue 7 years ago • 1 comments

Have you tried to train the model with another non-resnet encoder? For example mobilenet? It will take realtime on CPU!

mrlzla avatar Oct 01 '17 16:10 mrlzla

Hi Vladislav,

I actually did try to train with MobileNets, but accuracy is substantially worse than ResNets (~70% PCK vs 86% of ResNet-50). This is a bit surprising, because the paper reports that accuracy on ImageNet is almost as good as the VGG network. And in my experiments VGG is roughly the same as ResNet-50.

I hope that I am just doing something wrong (different training parameters and so on) and better accuracy can be achieved, but I don't have a lot of time to investigate right now).

Cheers, Eldar.

eldar avatar Oct 03 '17 14:10 eldar