title: How to configure Caffe deploy.prototxt?
body: <p>I followed @ypx instructions on this <a href="https://stackoverflow.com/questions/32846518/how-to-use-caffe-convnet-library-to-detect-facial-expressions?noredirect=1#comment53572955_32846518">question</a>. Now I want to predict some pictures. So I'm using:</p>
  
  <pre><code>MODEL_FILE = '/tmp/deploy.prototxt'
  PRETRAINED = '/tmp/ck.caffemodel'
  IMAGE_FILE = '/tmp/img.png'
  
  net = caffe.Classifier(MODEL_FILE, PRETRAINED, image_dims=(200, 200))
  </code></pre>
  
  <p>But I get this message:</p>
  
  <pre><code>I1002 13:49:24.331648 28172 net.cpp:435] Input 0 -&gt; data
  I1002 13:49:24.331667 28172 layer_factory.hpp:76] Creating layer data
  I1002 13:49:24.332259 28172 net.cpp:110] Creating Layer data
  F1002 13:49:24.332272 28172 net.cpp:427] Top blob 'data' produced by multiple sources.
  *** Check failure stack trace: ***
  </code></pre>
  
  <p>I think that my problem is on my deploy.prototxt file. <a href="https://bpaste.net/show/42874fcfbbaa" rel="nofollow noreferrer">This is my deploy.prototxt</a> and <a href="https://bpaste.net/show/b5564e0f8c04" rel="nofollow noreferrer">This is my train.prototxt</a></p>
  
  <p>Can someone help me to configure my deploy file?</p>