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Caffe NoteBook Examples and Movidius installation

I continue to have difficulty is executing the example Caffe NoteBook script referenced below.
http://nbviewer.jupyter.org/github/BVLC/caffe/blob/master/examples/00-classification.ipynb
( I reached this reference from the Movidius site's links).
1) must this code run under Jupyter ( the notebook program)
2) The code fails to execute the line starting with !. ( I think this line is supposed to be passed to the shell for interpretation).

else:
print 'Downloading pre-trained CaffeNet model...'
!../scripts/download_model_binary.py ../models/bvlc_reference_caffenet

3) I have installed Jupyter, though the syntax error continues to occur.
4) Is there an additional Caffe install that is required over and above the system installed for Movidius , using CMake etal?
Comments appreciated.

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