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hgaiser avatar hgaiser commented on August 17, 2024 1

The code is available, but very specific to ResNet: https://github.com/broadinstitute/keras-resnet/tree/master/tools

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hgaiser avatar hgaiser commented on August 17, 2024

keras-resnet follows the original Caffe implementation (these weights are also purely ported versions of the Caffe weights). The original implementation disabled many biases: https://github.com/KaimingHe/deep-residual-networks/blob/master/prototxt/ResNet-50-deploy.prototxt#L70

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xpngzhng avatar xpngzhng commented on August 17, 2024

@hgaiser thank you for pointing out the prototxt, all convolution layers do not have biases except the conv1 layer.
And I also check the ResNet50 model in https://github.com/fchollet/deep-learning-models/releases, all convolution layers have biases, but the biases are all zero except that in conv1 layer. That ResNet50 model and the one in this repo should be the same.

I sitll have a question, is the code for converting the ResNet caffe models to the keras models in this repo publicly available?
As far as I know, maybe the code https://github.com/MarcBS/keras/blob/master/keras/caffe/caffe2keras.py can do the conversion.

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