Intel® Distribution of OpenVINO™ Toolkit
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Using Nvidia DIGITS generated Caffe model with NCS

idata
Employee
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Hi

 

We are using Movidius NCS stick for deep neural network computing. We have successfully run the given examples.

 

We trained a convolutional neural network(CNN) on the Nvidia GPU using the DIGITS platform and got the caffe

 

model. Can this caffe model be directly used on/with the NCS without modifications? Using the tool mvNCCompile.pyc, we

 

have been able to generate the graph file. What file needs to be used as stat.txt for our CNN?

 

Thanks in advance.

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idata
Employee
396 Views

Hello, as I see for all three example networks AlexNet, GoogLeNet and SqueezeNet is used exactly the same stat.txt so why don't you try just to copy it from there. The file contains these 6 floats

 

0.40787054 0.45752458 0.48109378

 

0.00392157 0.00392157 0.00392157
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idata
Employee
396 Views

Hello,

 

Archana, were you able to get the DIGITS output to work with the NCS? I'm having difficulties at the moment. I have a previous model I trained via DIGITS and when I do the following

 

mvNCCompile deploy.prototext -w snapshot_iter_11970.caffemodel -s 12

 

I get the following error

 

Error importing caffe

 

Where you able to make this work? Any insight would be much appreciated.

 

Best regards,

 

Michael
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idata
Employee
396 Views

from my research it appears my issue is a python path issue. I've addressed it and will open a new thread for my particular concern.

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