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digital meter numbers detection. 1️⃣ 2️⃣ 3️⃣

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###Digit Recognition via CNN
####to train:

  • download the fcn-32s-pascalcontext.caffemodel here and move it into models/fcn-32s-pascalcontext.caffemodel;
  • download our dataset and put it into data/;
  • run examples/fdigit/convert.py for converting data into lmdb;
  • run solve.py to start training.

####to test:

  • download pre-trained model or train your own model as metioned above;
  • run examples/fdigit/test_fcn11_full.m (need Matlab and matcaffe);
  • python bindings are on the go.

Code base on caffe


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  • C++ 83.1%
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