def digit_recognize():
mb = MultipleSvm.load_variables(Smo, RESULT_PATH)
# file_path = '../resource/svm_wrong_digits/pic04_no17_real8_cal3.dataset'
file_path = '../resource/svm_wrong_digits/pic04_no33_real8_cal3.dataset'
# file_path = '../resource/svm_wrong_digits/pic15_no19_real5_cal6_1.dataset'
# file_path = '../resource/svm_wrong_digits/pic15_no19_real5_cal6.dataset'
number_ragion = numpy.mat(Image.read_from_number_file(file_path))
transfered_ragion = numpy_helper.transfer_1to255(number_ragion)
# adjusted_ragion = main_sudoku.adjust_number_ragion(transfered_ragion)
adjusted_ragion = adjust_number_ragion2(transfered_ragion)
# adjusted_ragion = transfered_ragion
Display.ragions([transfered_ragion, adjusted_ragion])
adjusted_ragion = numpy_helper.transfer_255to1(adjusted_ragion)
number_matrix = main_sudoku.transfer_to_digit_matrix(adjusted_ragion)
mb.dag_classify(number_matrix).ppl()
