Crop layer in Caffe without DummyData

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i'm trying to implement a CNN in caffe to use with the Neural Computing Stick by Movidius but i have some issues. I want to crop some intermediate output, but i can't use DummyData to give the reference blob to the crop-Layer, since it's not supported, is there another way to crop the shape without using dummyData layers( or input-Layers)?

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