Spatial Regularization Network

Deep Learning
1

Hi there

I’m trying to implement the Spatial Regularization Net from this paper. I’m working in Keras 2 with TensorFlow backend.

There is this one layer they are using in their proposed net that is new to me. See the highlighted text and ‘conv4’ layer in Figure 4 of the included screenshot of the paper.

image.png922×375 93.3 KB

Does anyone know how to implement this in Keras? I saw the SeparableConv2D layer in Keras docs but I’m not sure if this is what the authors of the paper are describing.

Any help would be appreciated. Thanks in advance.

2

Hello Jan, I’m also interested in the Spatial Regularization Net. I used to run the caffe demo from the authors released on Github. Now I want to run it in Keras and Tensorflow, but I am not familiar enough with these tools. I took a long time to do it, nevertheless the progress is slow. Could you share your implement of Spatial Regularization Net in Keras?

Thanks in advance.