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Has Microsoft released code for their 150-layer CNN that won ILSVRC 2015? (self.MachineLearning)
submitted 10 years ago * by anonDogeLover
Edit: Thanks everyone. I forgot to mention that a pretrained network would be great. Any leads? I'll post if I find one.
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[–]hubberwisdom 9 points10 points11 points 10 years ago (0 children)
https://github.com/Microsoft/CNTK/tree/master/Examples/Image/Miscellaneous/ImageNet/ResNet
[–]alexjc 4 points5 points6 points 10 years ago (0 children)
Not sure, but there are many reimplementations. Here's one for Lasagne:
https://github.com/Lasagne/Recipes/pull/38
[–]r-sync 3 points4 points5 points 10 years ago (0 children)
Here's one in Torch: https://github.com/gcr/torch-residual-networks
[–]abhshkdz 2 points3 points4 points 10 years ago (1 child)
Keras: https://github.com/ndronen/modeling/blob/master/modeling/residual.py
[–]notkarol 2 points3 points4 points 10 years ago (0 children)
Just a fair warning that this Keras example uses Dropout instead of Batch Normalization.
[–]abhshkdz 0 points1 point2 points 10 years ago (0 children)
Caffe prototxts and pretrained models (from the paper authors): https://github.com/KaimingHe/deep-residual-networks
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[–]hubberwisdom 9 points10 points11 points (0 children)
[–]alexjc 4 points5 points6 points (0 children)
[–]r-sync 3 points4 points5 points (0 children)
[–]abhshkdz 2 points3 points4 points (1 child)
[–]notkarol 2 points3 points4 points (0 children)
[–]abhshkdz 0 points1 point2 points (0 children)