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The MNist data is of size 28x28 and in gray,so I edit the Input layer and in deploynet as well as its illustration
Updated to use modern input data layer
The fastest changing dimension should be the width of the image.
This page seems outdated or at least, contrasts with the 'new' https://github.com/BVLC/caffe/issues/1245 and https://github.com/BVLC/caffe/pull/3211 i.e. https://github.com/BVLC/caffe/blob/master/models/bvlc_reference_caffenet/deploy.prototxt Which is not to say that this page doesn't work anymore, it does for the example given.
fixing a minor typo
typo
it's --> its
Updated Using a Trained Network: Deploy (markdown)
Created Using a Trained Network: Deploy (markdown)