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author | RaNaN <Mast3rRaNaN@hotmail.de> | 2009-09-04 22:54:33 +0200 |
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committer | RaNaN <Mast3rRaNaN@hotmail.de> | 2009-09-04 22:54:33 +0200 |
commit | 5a7d201ab8a07184cb38e0b5022441da899b4ad4 (patch) | |
tree | 0a6862e584a775ce64a67846623404d3f17bf320 /captcha/captcha.py | |
parent | Removed tag v0.2 (diff) | |
download | pyload-5a7d201ab8a07184cb38e0b5022441da899b4ad4.tar.xz |
pyLoad 0.2.1v0.2.1
Diffstat (limited to 'captcha/captcha.py')
-rw-r--r-- | captcha/captcha.py | 292 |
1 files changed, 0 insertions, 292 deletions
diff --git a/captcha/captcha.py b/captcha/captcha.py deleted file mode 100644 index ffb165dbf..000000000 --- a/captcha/captcha.py +++ /dev/null @@ -1,292 +0,0 @@ -#!/usr/bin/env python -# -*- coding: utf-8 -*- -# -#Copyright (C) 2009 kingzero, RaNaN -# -#This program is free software; you can redistribute it and/or modify -#it under the terms of the GNU General Public License as published by -#the Free Software Foundation; either version 3 of the License, -#or (at your option) any later version. -# -#This program is distributed in the hope that it will be useful, -#but WITHOUT ANY WARRANTY; without even the implied warranty of -#MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. -#See the GNU General Public License for more details. -# -#You should have received a copy of the GNU General Public License -# along with this program; if not, see <http://www.gnu.org/licenses/>. -# -### -import logging -import subprocess -import tempfile -import threading - -import Image - -class RunThread(threading.Thread): - def __init__(self): - threading.Thread.__init__(self) - - def e(self, command, inputdata=None): - """execute command """ - self.command = command - self.inputdata = inputdata - self.result = "" - self.start() - self.join(10) - return self.result - - def run(self): - """Run a command and return standard output""" - pipe = subprocess.PIPE - popen = subprocess.Popen(self.command, stdout=pipe, stderr=pipe) - outputdata, errdata = popen.communicate(self.inputdata) - assert (popen.returncode == 0), \ - "Error running: %s\n\n%s" % (self.command, errdata) - self.result = outputdata - -class OCR(object): - def __init__(self): - self.logger = logging.getLogger("log") - - def load_image(self, image): - self.image = Image.open(image) - self.pixels = self.image.load() - self.result_captcha = '' - - def unload(self): - """delete all tmp images""" - pass - - def threshold(self, value): - self.image = self.image.point(lambda a: a * value + 10) - - def run(self, command, inputdata=None): - """Run a command and return standard output""" - # OLD METHOD - # pipe = subprocess.PIPE - # popen = subprocess.Popen(command, stdout=pipe, stderr=pipe) - # outputdata, errdata = popen.communicate(inputdata) - # assert (popen.returncode == 0), \ - # "Error running: %s\n\n%s" % (command, errdata) - # return outputdata - - thread = RunThread() - result = thread.e(command, inputdata) - return result - - def run_gocr(self): - tmp = tempfile.NamedTemporaryFile(suffix=".jpg") - self.image.save(tmp) - self.result_captcha = self.run(['gocr', tmp.name]).replace("\n", "") - - def run_tesser(self): - self.logger.debug("create tmp tif") - tmp = tempfile.NamedTemporaryFile(suffix=".tif") - self.logger.debug("create tmp txt") - tmpTxt = tempfile.NamedTemporaryFile(suffix=".txt") - self.logger.debug("save tiff") - self.image.save(tmp.name, 'TIFF') - self.logger.debug("run tesseract") - self.run(['tesseract', tmp.name, tmpTxt.name.replace(".txt", "")]) - self.logger.debug("run cat") - self.result_captcha = self.run(['cat', tmpTxt.name]).replace("\n", "") - - def get_captcha(self): - raise NotImplementedError - - def to_greyscale(self): - if self.image.mode != 'L': - self.image = self.image.convert('L') - - self.pixels = self.image.load() - - def eval_black_white(self, limit): - self.pixels = self.image.load() - w, h = self.image.size - for x in xrange(w): - for y in xrange(h): - if self.pixels[x, y] > limit: - self.pixels[x, y] = 255 - else: - self.pixels[x, y] = 0 - - def clean(self, allowed): - pixels = self.pixels - - w, h = self.image.size - - for x in xrange(w): - for y in xrange(h): - if pixels[x, y] == 255: continue - # no point in processing white pixels since we only want to remove black pixel - count = 0 - - try: - if pixels[x-1, y-1] != 255: count += 1 - if pixels[x-1, y] != 255: count += 1 - if pixels[x-1, y + 1] != 255: count += 1 - if pixels[x, y + 1] != 255: count += 1 - if pixels[x + 1, y + 1] != 255: count += 1 - if pixels[x + 1, y] != 255: count += 1 - if pixels[x + 1, y-1] != 255: count += 1 - if pixels[x, y-1] != 255: count += 1 - except: - pass - - # not enough neighbors are dark pixels so mark this pixel - # to be changed to white - if count < allowed: - pixels[x, y] = 1 - - # second pass: this time set all 1's to 255 (white) - for x in xrange(w): - for y in xrange(h): - if pixels[x, y] == 1: pixels[x, y] = 255 - - self.pixels = pixels - - def derotate_by_average(self): - """rotate by checking each angle and guess most suitable""" - - w, h = self.image.size - pixels = self.pixels - - for x in xrange(w): - for y in xrange(h): - if pixels[x, y] == 0: - pixels[x, y] = 155 - - highest = {} - counts = {} - - for angle in range(-45, 45): - - tmpimage = self.image.rotate(angle) - - pixels = tmpimage.load() - - w, h = self.image.size - - for x in xrange(w): - for y in xrange(h): - if pixels[x, y] == 0: - pixels[x, y] = 255 - - - count = {} - - for x in xrange(w): - count[x] = 0 - for y in xrange(h): - if pixels[x, y] == 155: - count[x] += 1 - - sum = 0 - cnt = 0 - - for x in count.values(): - if x != 0: - sum += x - cnt += 1 - - avg = sum / cnt - counts[angle] = cnt - highest[angle] = 0 - for x in count.values(): - if x > highest[angle]: - highest[angle] = x - - highest[angle] = highest[angle] - avg - - hkey = 0 - hvalue = 0 - - for key, value in highest.iteritems(): - if value > hvalue: - hkey = key - hvalue = value - - self.image = self.image.rotate(hkey) - pixels = self.image.load() - - for x in xrange(w): - for y in xrange(h): - if pixels[x, y] == 0: - pixels[x, y] = 255 - - if pixels[x, y] == 155: - pixels[x, y] = 0 - - self.pixels = pixels - - def split_captcha_letters(self): - captcha = self.image - started = False - letters = [] - width, height = captcha.size - bottomY, topY = 0, height - pixels = captcha.load() - - for x in xrange(width): - black_pixel_in_col = False - for y in xrange(height): - if pixels[x, y] != 255: - if started == False: - started = True - firstX = x - lastX = x - - if y > bottomY: bottomY = y - if y < topY: topY = y - if x > lastX: lastX = x - - black_pixel_in_col = True - - if black_pixel_in_col == False and started == True: - rect = (firstX, topY, lastX, bottomY) - new_captcha = captcha.crop(rect) - - w, h = new_captcha.size - if w > 5 and h > 5: - letters.append(new_captcha) - - started = False - bottomY, topY = 0, height - - return letters - - def correct(self, values, var=None): - - if var: - result = var - else: - result = self.result_captcha - - for key, item in values.iteritems(): - - if key.__class__ == str: - result = result.replace(key, item) - else: - for expr in key: - result = result.replace(expr, item) - - if var: - return result - else: - self.result_captcha = result - - -if __name__ == '__main__': - ocr = OCR() - ocr.load_image("B.jpg") - ocr.to_greyscale() - ocr.eval_black_white(140) - ocr.derotate_by_avergage() - ocr.run_gocr() - print "GOCR", ocr.result_captcha - ocr.run_tesser() - print "Tesseract", ocr.result_captcha - ocr.image.save("derotated.jpg") - |