Created
January 26, 2019 15:34
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Solves simple captchas has only digits
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import cv2 | |
import pytesseract | |
from os import walk | |
pytesseract.pytesseract.tesseract_cmd = r'/usr/local/bin/tesseract' | |
config = u" -c tessedit_char_whitelist=0123456789 --oem 3 --psm 7 -l digits" | |
def solve(file): | |
image_file_name = './data/' + file | |
im = cv2.imread(image_file_name) | |
ret,thresh1 = cv2.threshold(im, 150, 255, cv2.THRESH_BINARY_INV) | |
cv2.imwrite('/tmp/temp.jpg', thresh1) | |
ocr = pytesseract.image_to_string('/tmp/temp.jpg', config=config).replace(' ', '').replace('/', '7').replace('?', '7') | |
expected = image_file_name.replace('.jpg', '').replace('./data/', '') | |
if ocr == expected: | |
print('\33[2;32m') | |
print('-----------------------------------') | |
print('OCR\t:' + ocr) | |
print('EXPT\t:' + expected) | |
else: | |
print('\33[1;31m') | |
print('-----------------------------------') | |
print('OCR\t:' + ocr) | |
print('EXPT\t:' + expected) | |
print('\33[m') | |
files = [] | |
for (dirpath, dirnames, filenames) in walk('./data'): | |
files.extend(filenames) | |
break | |
for file in files: | |
solve(file) |
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