/digit

digital meter numbers detection. :one: :two: :three:

Primary LanguageC++OtherNOASSERTION

###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

Contributors: