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chinakook / hr101_mxnet

A MXNet tiny face detector
MIT License
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MatConvNet -> MXNET for ResNet50 / hr_Res50.mat? #10

Open drcdr opened 6 years ago

drcdr commented 6 years ago

Hello,

This MatConvNet-to-MXNet port for ResNet-101 is very nice! Have you considered doing, or do you know anyone who has done a MatConvnet -> MXNet port for ResNet-50? Searching the web, I haven't found one....

Clearly, ResNet 50 is mostly a subset, but looking at the pdfs here: http://www.vlfeat.org/matconvnet/models/ , it looks like the node names get a little different down the line.

Do you know if the model definition in matconvnet_hr101_to_mxnet.py done with a tool, or manually?

chinakook commented 6 years ago

We've get the symbol definition from the Caffe prototxt (as the ResNet of MatConvnet is converted from caffe except some symbol names) and Caffe2MXNet tool shipped with MXNet.

Neltherion commented 6 years ago

So... is there any plans to also convert the ResNet-50 Model?

Thanks!

chinakook commented 6 years ago

@Neltherion I recommand you use https://github.com/deepinsight/mxnet-SSH to detect faces.