pax_global_header00006660000000000000000000000064124547027220014517gustar00rootroot0000000000000052 comment=e32b13123d3ee06f1677f1c93eadbc18efe7caba python-pyocr-0.3.0/000077500000000000000000000000001245470272200141725ustar00rootroot00000000000000python-pyocr-0.3.0/.gitignore000066400000000000000000000000111245470272200161520ustar00rootroot00000000000000*.pyc *~ python-pyocr-0.3.0/COPYING000066400000000000000000001045131245470272200152310ustar00rootroot00000000000000 GNU GENERAL PUBLIC LICENSE Version 3, 29 June 2007 Copyright (C) 2007 Free Software Foundation, Inc. Everyone is permitted to copy and distribute verbatim copies of this license document, but changing it is not allowed. Preamble The GNU General Public License is a free, copyleft license for software and other kinds of works. The licenses for most software and other practical works are designed to take away your freedom to share and change the works. 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But first, please read . python-pyocr-0.3.0/ChangeLog000066400000000000000000000022201245470272200157400ustar00rootroot000000000000000.2.4 --> 0.3.0: * New API: pyocr..can_detect_orientation() and pyocr..detect_orientation() 0.2.3 --> 0.2.4: * Tesseract : add digit-only support * Tesseract : add support for Tesseract subsets of layout analysis (-psm) 0.2.2 --> 0.2.3: * Strip the alpha channel from images before running the OCR. It's basically useless and can prevent the tool from working correctly. * Make hOCR parsing more resistant (handle extra data around box positions) * Fix: Take into account that new versions of Tesseract uses the file extension .hocr instead of .html 0.2.1 --> 0.2.2: * Fix Python 3 support * Add support for Tesseract on Heroku 0.2.0 --> 0.2.1: * Make it possible to use 'import pyocr' instead of 'from pyocr import pyocr'. 'from pyocr import pyocr' still works but is obsolete. * Fix dependency list: depends on Pillow (it's untested with PIL) * Fix pyocr.VERSION 0.1.2 --> 0.2.0: * Python 3.x support 0.1.1 --> 0.1.2: * Tesseract: Fix version parsing * Tesseract: Fix Tesseract 3.02.01's hOCR format support 0.1 --> 0.1.1: * hOCR: Parse lines as well as words * tesseract.get_available_languages() : Fix fedora support * Fix UTF-8 support python-pyocr-0.3.0/README.markdown000066400000000000000000000056101245470272200166750ustar00rootroot00000000000000# PyOCR Pyocr is an optical character recognition (OCR) tool wrapper for python. That is, it helps using OCR tools from a Python program. It has been tested only on GNU/Linux systems. It should also work on similar systems (*BSD, etc). It doesn't work on Windows, MacOSX, etc. Pyocr can be used as a wrapper for google's [Tesseract-OCR](http://code.google.com/p/tesseract-ocr/) or Cuneiform. It can read all image types supported by [Pillow](https://github.com/python-imaging/Pillow), including jpeg, png, gif, bmp, tiff, and others. It also support bounding box data. ## Usage from PIL import Image import sys import pyocr import pyocr.builders tools = pyocr.get_available_tools() if len(tools) == 0: print("No OCR tool found") sys.exit(1) tool = tools[0] print("Will use tool '%s'" % (tool.get_name())) # Ex: Will use tool 'tesseract' langs = tool.get_available_languages() print("Available languages: %s" % ", ".join(langs)) lang = langs[0] print("Will use lang '%s'" % (lang)) # Ex: Will use lang 'fra' txt = tool.image_to_string(Image.open('test.png'), lang=lang, builder=pyocr.builders.TextBuilder()) word_boxes = tool.image_to_string(Image.open('test.png'), lang=lang, builder=pyocr.builders.WordBoxBuilder()) line_and_word_boxes = tool.image_to_string( Image.open('test.png'), lang=lang, builder=pyocr.builders.LineBoxBuilder()) # Digits - Only Tesseract digits = tool.image_to_string(Image.open('test-digits.png'), lang=lang, builder=pyocr.tesseract.DigitBuilder()) ## Dependencies * Pyocr requires python 2.7 or later. * You will need [Pillow](https://github.com/python-imaging/Pillow) or Python Imaging Library (PIL). Under Debian/Ubuntu, PIL is in the package "python-imaging". * Install an OCR: * tesseract-ocr from http://code.google.com/p/tesseract-ocr/ ('tesseract-ocr' + 'tesseract-ocr-<lang>' in Debian). You must be able to invoke the tesseract command as "tesseract". Python-tesseract is tested with Tesseract >= 3.01 only. * or cuneiform ## Installation $ sudo python ./setup.py install ## Tests $ python ./run_tests.py Tests are made to be run with the latest versions of Tesseract and Cuneiform. the first tests verify that you're using the expected version. To run the tests, you will need the following lang support: - English (tesseract-ocr-eng) - French (tesseract-ocr-fra) - Japanese (tesseract-ocr-jpn) ## Copyright Pyocr is released under the GPL v3+. tesseract.py: * Copyright (c) Samuel Hoffstaetter, 2009 * Copyright (c) Jerome Flesch, 2011-2013 other files: * Copyright (c) Jerome Flesch, 2011-2013 https://github.com/jflesch/pyocr python-pyocr-0.3.0/run_tests.py000077500000000000000000000021111245470272200165700ustar00rootroot00000000000000#!/usr/bin/env python import sys sys.path = [ "src" ] + sys.path import unittest from pyocr import cuneiform from pyocr import pyocr from pyocr import tesseract from tests import tests_cuneiform from tests import tests_tesseract if __name__ == '__main__': for tool in pyocr.TOOLS: print("- OCR: %s" % tool.get_name()) available = tool.is_available() print(" is_available(): %s" % (str(available))) if available: print(" get_version(): %s" % (str(tool.get_version()))) print(" get_available_languages(): ") print(" " + ", ".join(tool.get_available_languages())) print("") print("") print("OCR tool found:") for tool in pyocr.get_available_tools(): print("- %s" % tool.get_name()) if tesseract.is_available(): print("---") print("Tesseract:") unittest.TextTestRunner().run(tests_tesseract.get_all_tests()) if cuneiform.is_available(): print("---") print("Cuneiform:") unittest.TextTestRunner().run(tests_cuneiform.get_all_tests()) python-pyocr-0.3.0/setup.py000077500000000000000000000024331245470272200157110ustar00rootroot00000000000000#!/usr/bin/env python from setuptools import setup setup( name="pyocr", # Don't forget to update src/pyocr/pyocr.py:VERSION as well version="0.3.0", description=("A Python wrapper for OCR engines (Tesseract, Cuneiform," " etc)"), keywords="tesseract cuneiform ocr", url="https://github.com/jflesch/pyocr", download_url="https://github.com/jflesch/pyocr/archive/v0.2.2.zip", classifiers=[ "Development Status :: 5 - Production/Stable", "Intended Audience :: Developers", "License :: OSI Approved :: GNU General Public License v3 or later" " (GPLv3+)", "Operating System :: POSIX :: Linux", "Programming Language :: Python", "Programming Language :: Python :: 2.7", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3.3", "Topic :: Multimedia :: Graphics :: Capture :: Scanners", "Topic :: Multimedia :: Graphics :: Graphics Conversion", "Topic :: Scientific/Engineering :: Image Recognition", ], license="GPLv3+", author="Jerome Flesch", author_email="jflesch@gmail.com", packages=['pyocr'], package_dir={'pyocr': 'src/pyocr'}, data_files=[], scripts=[], install_requires=[ "Pillow", ], ) python-pyocr-0.3.0/src/000077500000000000000000000000001245470272200147615ustar00rootroot00000000000000python-pyocr-0.3.0/src/pyocr/000077500000000000000000000000001245470272200161155ustar00rootroot00000000000000python-pyocr-0.3.0/src/pyocr/__init__.py000066400000000000000000000000251245470272200202230ustar00rootroot00000000000000from .pyocr import * python-pyocr-0.3.0/src/pyocr/builders.py000066400000000000000000000407461245470272200203130ustar00rootroot00000000000000""" Builders: Each builder specifies the expected output format raw text : TextBuilder words + boxes : WordBoxBuilder lines + words + boxes : LineBoxBuilder """ try: from HTMLParser import HTMLParser except ImportError: from html.parser import HTMLParser import xml.dom.minidom from .util import to_unicode __all__ = [ 'Box', 'TextBuilder', 'WordBoxBuilder', 'LineBoxBuilder', ] _XHTML_HEADER = to_unicode(""" \t """) class Box(object): """ Boxes are rectangles around each individual element recognized in the image. Elements are either char or word depending of the builder that was used. """ def __init__(self, content, position): """ Arguments: content --- a single string position --- the position of the box on the image. Given as a tuple of tuple: ((width_pt_x, height_pt_x), (width_pt_y, height_pt_y)) """ if hasattr(content, 'decode'): content = to_unicode("%s") % content self.content = content self.position = position def get_unicode_string(self): """ Return the string corresponding to the box, in unicode (utf8). This string can be stored in a file as-is (see write_box_file()) and reread using read_box_file(). """ return to_unicode("%s %d %d %d %d") % ( self.content, self.position[0][0], self.position[0][1], self.position[1][0], self.position[1][1], ) def get_xml_tag(self, parent_doc): span_tag = parent_doc.createElement("span") span_tag.setAttribute("class", "ocrx_word") span_tag.setAttribute("title", ("bbox %d %d %d %d" % ( (self.position[0][0], self.position[0][1], self.position[1][0], self.position[1][1])))) txt = xml.dom.minidom.Text() txt.data = self.content.encode('utf-8') span_tag.appendChild(txt) return span_tag def __str__(self): return self.get_unicode_string().encode('utf-8') def __box_cmp(self, other): """ Comparison function. """ if other is None: return -1 for (x, y) in ((self.position[0][1], other.position[0][1]), (self.position[1][1], other.position[1][1]), (self.position[0][0], other.position[0][0]), (self.position[1][0], other.position[1][0])): if x < y: return -1 elif x > y: return 1 return 0 def __lt__(self, other): return self.__box_cmp(other) < 0 def __gt__(self, other): return self.__box_cmp(other) > 0 def __eq__(self, other): return self.__box_cmp(other) == 0 def __le__(self, other): return self.__box_cmp(other) <= 0 def __ge__(self, other): return self.__box_cmp(other) >= 0 def __ne__(self, other): return self.__box_cmp(other) != 0 def __hash__(self): position_hash = 0 position_hash += ((self.position[0][0] & 0xFF) << 0) position_hash += ((self.position[0][1] & 0xFF) << 8) position_hash += ((self.position[1][0] & 0xFF) << 16) position_hash += ((self.position[1][1] & 0xFF) << 24) return (position_hash ^ hash(self.content) ^ hash(self.content)) class LineBox(object): """ Boxes are rectangles around each individual element recognized in the image. LineBox are boxes around lines. LineBox contains Box. """ def __init__(self, word_boxes, position): """ Arguments: word_boxes --- a single string position --- the position of the box on the image. Given as a tuple of tuple: ((width_pt_x, height_pt_x), (width_pt_y, height_pt_y)) """ self.word_boxes = word_boxes self.position = position def get_unicode_string(self): """ Return the string corresponding to the box, in unicode (utf8). This string can be stored in a file as-is (see write_box_file()) and reread using read_box_file(). """ txt = to_unicode("[\n") for box in self.word_boxes: txt += to_unicode(" %s\n") % box.get_unicode_string() return to_unicode("%s] %d %d %d %d") % ( txt, self.position[0][0], self.position[0][1], self.position[1][0], self.position[1][1], ) def __get_content(self): txt = to_unicode("") for box in self.word_boxes: txt += box.content + to_unicode(" ") txt = txt.strip() return txt content = property(__get_content) def get_xml_tag(self, parent_doc): span_tag = parent_doc.createElement("span") span_tag.setAttribute("class", "ocr_line") span_tag.setAttribute("title", ("bbox %d %d %d %d" % ( (self.position[0][0], self.position[0][1], self.position[1][0], self.position[1][1])))) for box in self.word_boxes: space = xml.dom.minidom.Text() space.data = " " span_tag.appendChild(space) box_xml = box.get_xml_tag(parent_doc) span_tag.appendChild(box_xml) return span_tag def __str__(self): return self.get_unicode_string().encode('utf-8') def __box_cmp(self, other): """ Comparison function. """ if other is None: return -1 for (x, y) in ((self.position[0][1], other.position[0][1]), (self.position[1][1], other.position[1][1]), (self.position[0][0], other.position[0][0]), (self.position[1][0], other.position[1][0])): if (x < y): return -1 elif (x > y): return 1 return 0 def __lt__(self, other): return self.__box_cmp(other) < 0 def __gt__(self, other): return self.__box_cmp(other) > 0 def __eq__(self, other): return self.__box_cmp(other) == 0 def __le__(self, other): return self.__box_cmp(other) <= 0 def __ge__(self, other): return self.__box_cmp(other) >= 0 def __ne__(self, other): return self.__box_cmp(other) != 0 def __hash__(self): content = self.content position_hash = 0 position_hash += ((self.position[0][0] & 0xFF) << 0) position_hash += ((self.position[0][1] & 0xFF) << 8) position_hash += ((self.position[1][0] & 0xFF) << 16) position_hash += ((self.position[1][1] & 0xFF) << 24) return (position_hash ^ hash(content) ^ hash(content)) class TextBuilder(object): """ If passed to image_to_string(), image_to_string() will return a simple string. This string will be the output of the OCR tool, as-is. In other words, the raw text as produced by the tool. Warning: The returned string is encoded in UTF-8 """ file_extensions = ["txt"] tesseract_configs = [] cuneiform_args = ["-f", "text"] def __init__(self, tesseract_layout=3): self.tesseract_configs = ["-psm", str(tesseract_layout)] pass @staticmethod def read_file(file_descriptor): """ Read a file and extract the content as a string """ return file_descriptor.read().strip() @staticmethod def write_file(file_descriptor, text): """ Write a string in a file """ file_descriptor.write(text) @staticmethod def __str__(): return "Raw text" class _WordHTMLParser(HTMLParser): """ Tesseract style: Tesseract provides handy but non-standard hOCR tags: ocrx_word """ def __init__(self): HTMLParser.__init__(self) self.__tag_types = [] self.__current_box_position = None self.__current_box_text = None self.boxes = [] self.__current_line_position = None self.__current_line_content = [] self.lines = [] @staticmethod def __parse_position(title): for piece in title.split("; "): piece = piece.strip() if not piece.startswith("bbox"): continue piece = piece.split(" ") position = ((int(piece[1]), int(piece[2])), (int(piece[3]), int(piece[4]))) return position raise Exception("Invalid hocr position: %s" % title) def handle_starttag(self, tag, attrs): if (tag != "span"): return position = None tag_type = None for attr in attrs: if attr[0] == 'class': tag_type = attr[1] if attr[0] == 'title': position = attr[1] if position is None or tag_type is None: return if tag_type == 'ocr_word' or tag_type == 'ocrx_word': try: position = self.__parse_position(position) self.__current_box_position = position except Exception: # invalid position --> old format --> we ignore this tag self.__tag_types.append("ignore") return self.__current_box_text = to_unicode("") elif tag_type == 'ocr_line': self.__current_line_position = self.__parse_position(position) self.__current_line_content = [] self.__tag_types.append(tag_type) def handle_data(self, data): if self.__current_box_text is None: return data = to_unicode("%s") % data self.__current_box_text += data def handle_endtag(self, tag): if tag != 'span': return tag_type = self.__tag_types.pop() if tag_type == 'ocr_word' or tag_type == 'ocrx_word': if self.__current_box_text is None: return box_position = self.__current_box_position box = Box(self.__current_box_text, box_position) self.boxes.append(box) self.__current_line_content.append(box) self.__current_box_text = None return elif tag_type == 'ocr_line': line = LineBox(self.__current_line_content, self.__current_line_position) self.lines.append(line) self.__current_line_content = [] return @staticmethod def __str__(): return "WordHTMLParser" class _LineHTMLParser(HTMLParser): """ Cuneiform style: Cuneiform provides the OCR line by line, and for each line, the position of all its characters. Spaces have "-1 -1 -1 -1" for position". """ def __init__(self): HTMLParser.__init__(self) self.boxes = [] self.__line_text = None self.__char_positions = None def handle_starttag(self, tag, attrs): TAG_TYPE_CONTENT = 0 TAG_TYPE_POSITIONS = 1 if (tag != "span"): return tag_type = -1 for attr in attrs: if attr[0] == 'class': if attr[1] == 'ocr_line': tag_type = TAG_TYPE_CONTENT elif attr[1] == 'ocr_cinfo': tag_type = TAG_TYPE_POSITIONS if tag_type == TAG_TYPE_CONTENT: self.__line_text = to_unicode("") self.__char_positions = [] return elif tag_type == TAG_TYPE_POSITIONS: for attr in attrs: if attr[0] == 'title': self.__char_positions = attr[1].split(" ") # strip x_bboxes self.__char_positions = self.__char_positions[1:] if self.__char_positions[-1] == "": self.__char_positions[:-1] try: while True: self.__char_positions.remove("-1") except ValueError: pass def handle_data(self, data): if self.__line_text is None: return self.__line_text += data def handle_endtag(self, tag): if self.__line_text is None or self.__char_positions == []: return words = self.__line_text.split(" ") for word in words: if word == "": continue positions = self.__char_positions[0:4 * len(word)] self.__char_positions = self.__char_positions[4 * len(word):] left_pos = min([int(positions[x]) for x in range(0, 4 * len(word), 4)]) top_pos = min([int(positions[x]) for x in range(1, 4 * len(word), 4)]) right_pos = max([int(positions[x]) for x in range(2, 4 * len(word), 4)]) bottom_pos = max([int(positions[x]) for x in range(3, 4 * len(word), 4)]) box_pos = ((left_pos, top_pos), (right_pos, bottom_pos)) box = Box(word, box_pos) self.boxes.append(box) self.__line_text = None @staticmethod def __str__(): return "LineHTMLParser" class WordBoxBuilder(object): """ If passed to image_to_string(), image_to_string() will return an array of Box. Each box contains a word recognized in the image. """ file_extensions = ["html", "hocr"] tesseract_configs = ['hocr'] cuneiform_args = ["-f", "hocr"] def __init__(self): pass def read_file(self, file_descriptor): """ Extract of set of Box from the lines of 'file_descriptor' Return: An array of Box. """ parsers = [_WordHTMLParser(), _LineHTMLParser()] html_str = file_descriptor.read() for p in parsers: p.feed(html_str) if len(p.boxes) > 0: return p.boxes return [] @staticmethod def write_file(file_descriptor, boxes): """ Write boxes in a box file. Output is a *very* *simplified* version of hOCR. Warning: The file_descriptor must support UTF-8 ! (see module 'codecs') """ global _XHTML_HEADER impl = xml.dom.minidom.getDOMImplementation() newdoc = impl.createDocument(None, "root", None) file_descriptor.write(_XHTML_HEADER) file_descriptor.write(to_unicode("\n")) for box in boxes: xml_str = to_unicode("%s") % box.get_xml_tag(newdoc).toxml() file_descriptor.write(xml_str + to_unicode("
\n")) file_descriptor.write(to_unicode("\n")) @staticmethod def __str__(): return "Word boxes" class LineBoxBuilder(object): """ If passed to image_to_string(), image_to_string() will return an array of LineBox. Each box contains a word recognized in the image. """ file_extensions = ["html", "hocr"] tesseract_configs = ['hocr'] cuneiform_args = ["-f", "hocr"] def __init__(self): pass def read_file(self, file_descriptor): """ Extract of set of Box from the lines of 'file_descriptor' Return: An array of LineBox. """ parsers = [ (_WordHTMLParser(), lambda parser: parser.lines), (_LineHTMLParser(), lambda parser: [LineBox([box], box.position) for box in parser.boxes]), ] html_str = file_descriptor.read() for (parser, convertion) in parsers: parser.feed(html_str) if len(parser.boxes) > 0: return convertion(parser) return [] @staticmethod def write_file(file_descriptor, boxes): """ Write boxes in a box file. Output is a *very* *simplified* version of hOCR. Warning: The file_descriptor must support UTF-8 ! (see module 'codecs') """ global _XHTML_HEADER impl = xml.dom.minidom.getDOMImplementation() newdoc = impl.createDocument(None, "root", None) file_descriptor.write(_XHTML_HEADER) file_descriptor.write(to_unicode("\n")) for box in boxes: xml_str = box.get_xml_tag(newdoc).toxml() if hasattr(xml_str, 'decode'): xml_str = xml_str.decode('utf-8') file_descriptor.write(xml_str + to_unicode("
\n")) file_descriptor.write(to_unicode("\n")) @staticmethod def __str__(): return "Line boxes" python-pyocr-0.3.0/src/pyocr/cuneiform.py000066400000000000000000000077311245470272200204660ustar00rootroot00000000000000#!/usr/bin/env python ''' cuneiform.py is a wrapper for Cuneiform USAGE: > from PIL import Image > from cuneiform import image_to_string > print image_to_string(Image.open('test.png')) > print image_to_string(Image.open('test-european.jpg'), lang='fra') COPYRIGHT: Pyocr is released under the GPL v3. Copyright (c) Samuel Hoffstaetter, 2009 Copyright (c) Jerome Flesch, 2011-2012 https://github.com/jflesch/python-tesseract#readme ''' import codecs from io import BytesIO import os import re import subprocess import tempfile from . import builders from . import util # CHANGE THIS IF CUNEIFORM IS NOT IN YOUR PATH, OR IS NAMED DIFFERENTLY CUNEIFORM_CMD = 'cuneiform' CUNEIFORM_DATA_POSSIBLE_PATHS = [ "/usr/local/share/cuneiform", "/usr/share/cuneiform", ] LANGUAGES_LINE_PREFIX = "Supported languages: " LANGUAGES_SPLIT_RE = re.compile("[^a-z]") VERSION_LINE_RE = re.compile("Cuneiform for \w+ (\d+).(\d+).(\d+)") __all__ = [ 'can_detect_orientation', 'get_available_builders', 'get_available_languages', 'get_name', 'get_version', 'image_to_string', 'is_available', 'CuneiformError', ] def can_detect_orientation(): return False def get_name(): return "Cuneiform" def get_available_builders(): return [ builders.TextBuilder, builders.WordBoxBuilder, ] class CuneiformError(Exception): def __init__(self, status, message): Exception.__init__(self, message) self.status = status self.message = message self.args = (status, message) def temp_file(suffix): ''' Returns a temporary file ''' return tempfile.NamedTemporaryFile(prefix='cuneiform_', suffix=suffix) def cleanup(filename): ''' Tries to remove the given filename. Ignores non-existent files ''' try: os.remove(filename) except OSError: pass def image_to_string(image, lang=None, builder=None): if builder is None: builder = builders.TextBuilder() with temp_file(builder.file_extensions[0]) as output_file: cmd = [CUNEIFORM_CMD] if lang is not None: cmd += ["-l", lang] cmd += builder.cuneiform_args cmd += ["-o", output_file.name] cmd += ["-"] # stdin img_data = BytesIO() image = image.convert("RGB") image.save(img_data, format="png") proc = subprocess.Popen(cmd, stdin=subprocess.PIPE, stdout=subprocess.PIPE, stderr=subprocess.STDOUT) proc.stdin.write(img_data.getvalue()) proc.stdin.close() output = proc.stdout.read().decode('utf-8') retcode = proc.wait() if retcode: raise CuneiformError(retcode, output) with codecs.open(output_file.name, 'r', encoding='utf-8', errors='replace') as file_desc: results = builder.read_file(file_desc) return results def is_available(): return util.is_on_path(CUNEIFORM_CMD) def get_available_languages(): proc = subprocess.Popen([CUNEIFORM_CMD, "-l"], stdout=subprocess.PIPE, stderr=subprocess.STDOUT) output = proc.stdout.read().decode('utf-8') proc.wait() languages = [] for line in output.split("\n"): if not line.startswith(LANGUAGES_LINE_PREFIX): continue line = line[len(LANGUAGES_LINE_PREFIX):] for language in LANGUAGES_SPLIT_RE.split(line): if language == "": continue languages.append(language) return languages def get_version(): proc = subprocess.Popen([CUNEIFORM_CMD], stdout=subprocess.PIPE, stderr=subprocess.STDOUT) output = proc.stdout.read().decode('utf-8') proc.wait() for line in output.split("\n"): m = VERSION_LINE_RE.match(line) g = m.groups() if m is not None: ver = (int(g[0]), int(g[1]), int(g[2])) return ver return None python-pyocr-0.3.0/src/pyocr/pyocr.py000077500000000000000000000036411245470272200176320ustar00rootroot00000000000000#!/usr/bin/env python """ Wrapper for various OCR tools. USAGE: from PIL import Image import sys from pyocr import pyocr tools = pyocr.get_available_tools()[:] if len(tools) == 0: print("No OCR tool found") sys.exit(1) print("Using '%s'" % (tools[0].get_name())) tools[0].image_to_string(Image.open('test.png'), lang='fra', builder=TextBuilder()) DETAILS: Each module wrapping an OCR tool provides the following functions: - get_name(): Return the name of the tool - is_available(): Returns True if the tool is installed. False else. - get_version(): Return a tuple containing the version of the tool (if installed) - get_available_builders(): Returns a list of builders that can be used with this tool (see image_to_string()) - get_available_languages(): Returns a list of languages supported by this tool. Languages are usually written using ISO 3 letters country codes - image_to_string(): Takes 3 arguments: - an image (see python Imaging "Image" module) (mandatory) - lang= (see get_available_languages()) (optional) - builder= (see get_available_builders() or the classes in the module 'pyocr.builders') (optional: default is pyocr.builders.TextBuilder) Returned value depends of the specified builder. COPYRIGHT: Pyocr is released under the GPL v3. Copyright (c) Jerome Flesch, 2011 Tesseract module: Copyright (c) Samuel Hoffstaetter, 2009 WEBSITE: https://github.com/jflesch/python-tesseract#readme """ from . import cuneiform from . import tesseract __all__ = [ 'get_available_tools', 'TOOLS', 'VERSION', ] TOOLS = [ # in preference order tesseract, cuneiform, ] VERSION = (0, 3, 0) def get_available_tools(): """ Return a list of OCR tools available on the local system. """ available = [] for tool in TOOLS: if tool.is_available(): available.append(tool) return available python-pyocr-0.3.0/src/pyocr/tesseract.py000077500000000000000000000255401245470272200204750ustar00rootroot00000000000000#!/usr/bin/env python ''' tesseract.py is a wrapper for google's Tesseract-OCR ( http://code.google.com/p/tesseract-ocr/ ). USAGE: > from PIL import Image > from tesseract import image_to_string > print(image_to_string(Image.open('test.png'))) > print(image_to_string(Image.open('test-european.jpg'), lang='fra')) COPYRIGHT: Pyocr is released under the GPL v3. Copyright (c) Samuel Hoffstaetter, 2009 Copyright (c) Jerome Flesch, 2011-2012 https://github.com/jflesch/python-tesseract#readme ''' import codecs import os import subprocess import tempfile from . import builders from . import util # CHANGE THIS IF TESSERACT IS NOT IN YOUR PATH, OR IS NAMED DIFFERENTLY TESSERACT_CMD = 'tesseract' TESSDATA_POSSIBLE_PATHS = [ "/usr/local/share/tessdata", "/usr/share/tessdata", "/usr/share/tesseract/tessdata", "/usr/local/share/tesseract-ocr/tessdata", "/usr/share/tesseract-ocr/tessdata", "/app/vendor/tesseract-ocr/tessdata", # Heroku "/opt/local/share/tessdata", # OSX MacPorts ] TESSDATA_EXTENSION = ".traineddata" __all__ = [ 'CharBoxBuilder', 'DigitBuilder', 'can_detect_orientation', 'detect_orientation', 'get_available_builders', 'get_available_languages', 'get_name', 'get_version', 'image_to_string', 'is_available', 'TesseractError', ] class CharBoxBuilder(object): """ If passed to image_to_string(), image_to_string() will return an array of Box. Each box correspond to a character recognized in the image. """ file_extensions = ["box"] tesseract_configs = ['batch.nochop', 'makebox'] def __init__(self): pass @staticmethod def read_file(file_descriptor): """ Extract of set of Box from the lines of 'file_descriptor' Return: An array of Box. """ boxes = [] # note that the order of the boxes may matter to the caller for line in file_descriptor.readlines(): line = line.strip() if line == "": continue elements = line.split(" ") if len(elements) < 6: continue position = ((int(elements[1]), int(elements[2])), (int(elements[3]), int(elements[4]))) box = builders.Box(elements[0], position) boxes.append(box) return boxes @staticmethod def write_file(file_descriptor, boxes): """ Write boxes in a box file. Output is in a the same format than tesseract's one. Warning: The file_descriptor must support UTF-8 ! (see module 'codecs') """ for box in boxes: file_descriptor.write(box.get_unicode_string() + " 0\n") @staticmethod def __str__(): return "Character boxes" class DigitBuilder(builders.TextBuilder): """ If passed to image_to_string(), image_to_string() will return a string with only digits. Characters recognition will consider text as if it will only composed by digits. """ @staticmethod def __str__(): return "Digits only" def __init__(self, tesseract_layout=3): super(DigitBuilder, self).__init__(tesseract_layout) self.tesseract_configs.append("digits") def can_detect_orientation(): version = get_version() return ( version[0] > 3 or (version[0] == 3 and version[1] >= 3) ) def detect_orientation(image, lang=None): """ Arguments: image --- Pillow image to analyze lang --- lang to specify to tesseract Returns: { 'angle': 90, 'confidence': 23.73, } Raises: TesseractError --- if no script detected on the image """ command = [TESSERACT_CMD, 'stdin', 'stdout', "-psm", "0"] if lang is not None: command += ['-l', lang] image = image.convert("RGB") proc = subprocess.Popen(command, stdin=subprocess.PIPE, stdout=subprocess.PIPE, stderr=subprocess.STDOUT) image.save(proc.stdin, format='png') proc.stdin.close() output = proc.stdout.read() proc.wait() try: output = output.decode("utf-8") output = output.strip() output = output.split("\n") output = [line.split(": ") for line in output] output = {x: y for (x, y) in output} angle = int(output['Orientation in degrees']) # Tesseract reports the angle in the opposite direction the one we want angle = (360 - angle) % 360 return { 'angle': angle, 'confidence': float(output['Orientation confidence']), } except: raise TesseractError(-1, "No script found in image") def get_name(): return "Tesseract" def get_available_builders(): return [ builders.TextBuilder, builders.WordBoxBuilder, CharBoxBuilder, ] def run_tesseract(input_filename, output_filename_base, lang=None, configs=None): ''' Runs Tesseract: `TESSERACT_CMD` \ `input_filename` \ `output_filename_base` \ [-l `lang`] \ [`configs`] Arguments: input_filename --- image to read output_filename_base --- file name in which must be stored the result (without the extension) lang --- Tesseract language to use (if None, none will be specified) config --- List of Tesseract configs to use (if None, none will be specified) Returns: Returns (the exit status of Tesseract, Tesseract's output) ''' command = [TESSERACT_CMD, input_filename, output_filename_base] if lang is not None: command += ['-l', lang] if configs is not None: command += configs proc = subprocess.Popen(command, stdout=subprocess.PIPE, stderr=subprocess.STDOUT) # Beware that in some cases, tesseract may print more on stderr than # allowed by the buffer of subprocess.Popen.stderr. So we must read stderr # asap or Tesseract will remain stuck when trying to write again on stderr. # In the end, we just have to make sure that proc.stderr.read() is called # before proc.wait() errors = proc.stdout.read() return (proc.wait(), errors) def cleanup(filename): ''' Tries to remove the given filename. Ignores non-existent files ''' try: os.remove(filename) except OSError: pass def temp_file(suffix): ''' Returns a temporary file ''' return tempfile.NamedTemporaryFile(prefix='tess_', suffix=suffix) class TesseractError(Exception): """ Exception raised when Tesseract fails. """ def __init__(self, status, message): Exception.__init__(self, message) self.status = status self.message = message self.args = (status, message) def image_to_string(image, lang=None, builder=None): ''' Runs tesseract on the specified image. First, the image is written to disk, and then the tesseract command is run on the image. Tesseract's result is read, and the temporary files are erased. Arguments: image --- image to OCR lang --- tesseract language to use builder --- builder used to configure Tesseract and read its result. The builder is used to specify the type of output expected. Possible builders are TextBuilder or CharBoxBuilder. If builder == None, the builder used will be TextBuilder. Returns: Depends of the specified builder. By default, it will return a simple string. ''' if builder is None: builder = builders.TextBuilder() with temp_file(".bmp") as input_file: with temp_file('') as output_file: output_file_name_base = output_file.name image = image.convert("RGB") image.save(input_file.name) (status, errors) = run_tesseract(input_file.name, output_file_name_base, lang=lang, configs=builder.tesseract_configs) if status: raise TesseractError(status, errors) output_file_name = "ERROR" for file_extension in builder.file_extensions: output_file_name = ('%s.%s' % (output_file_name_base, file_extension)) if not os.access(output_file_name, os.F_OK): continue try: with codecs.open(output_file_name, 'r', encoding='utf-8', errors='replace') as file_desc: results = builder.read_file(file_desc) return results finally: cleanup(output_file_name) break raise TesseractError(-1, "Unable to find output file" " last name tried: %s" % output_file_name) def is_available(): return util.is_on_path(TESSERACT_CMD) def get_available_languages(): """ Returns the list of languages that Tesseract knows how to handle. Returns: An array of strings. Note that most languages name conform to ISO 639 terminology, but not all. Most of the time, truncating the language name name returned by this function to 3 letters should do the trick. """ langs = [] for dirpath in TESSDATA_POSSIBLE_PATHS: if not os.access(dirpath, os.R_OK): continue for filename in os.listdir(dirpath): if filename.lower().endswith(TESSDATA_EXTENSION): lang = filename[:(-1 * len(TESSDATA_EXTENSION))] langs.append(lang) return langs def get_version(): """ Returns Tesseract version. Returns: A tuple corresponding to the version (for instance, (3, 0, 1) for 3.01) Exception: TesseractError --- Unable to run tesseract or to parse the version """ command = [TESSERACT_CMD, "-v"] proc = subprocess.Popen(command, stdout=subprocess.PIPE, stderr=subprocess.STDOUT) ver_string = proc.stdout.read() if hasattr(ver_string, 'decode'): ver_string = ver_string.decode('utf-8') ret = proc.wait() if ret not in (0, 1): raise TesseractError(ret, ver_string) try: els = ver_string.split(" ")[1].split(".") els = [int(x) for x in els] major = els[0] minor = els[1] upd = 0 if len(els) >= 3: upd = els[2] return (major, minor, upd) except IndexError: raise TesseractError( ret, ("Unable to parse Tesseract version (spliting failed): [%s]" % (ver_string))) except ValueError: raise TesseractError( ret, ("Unable to parse Tesseract version (not a number): [%s]" % (ver_string))) python-pyocr-0.3.0/src/pyocr/util.py000066400000000000000000000010441245470272200174430ustar00rootroot00000000000000#!/usr/bin/env python import os def to_unicode(string): if hasattr(string, 'decode'): return string.decode('utf-8') return string def is_on_path(exec_name): """ Indicates if the command 'exec_name' appears to be installed. Returns: True --- if it is installed False --- if it isn't """ for dirpath in os.environ["PATH"].split(os.pathsep): path = os.path.join(dirpath, exec_name) if os.path.exists(path) and os.access(path, os.X_OK): return True return False python-pyocr-0.3.0/tests/000077500000000000000000000000001245470272200153345ustar00rootroot00000000000000python-pyocr-0.3.0/tests/__init__.py000066400000000000000000000000121245470272200174360ustar00rootroot00000000000000# module python-pyocr-0.3.0/tests/cuneiform/000077500000000000000000000000001245470272200173235ustar00rootroot00000000000000python-pyocr-0.3.0/tests/cuneiform/test-european.txt000066400000000000000000000006661245470272200226670ustar00rootroot00000000000000The (qui ck) [brown] { fox ) jumps! Over the $43,456.78 ¹90 dog Ec duck/goose, as 12.5'lo of E-mail from aspammerQawebsite.corn is spam. Der „schnelle" braune Fuchs springt uber den faulen Hund. Le renard brun «rapide» saute par-dessus le chien paresseux. La volpe marrone rapida salta sopra il cane pigro. El zorro marron rapido salta sobre el perro perezoso. A raposa marrom rapida salta sobre o cao preguiqoso. python-pyocr-0.3.0/tests/cuneiform/test-european.words000066400000000000000000000211361245470272200232010ustar00rootroot00000000000000

The (qui ck) [brown] { fox ) jumps!
Over the $43,456.78 <lazy> ¹90 dog
Ec duck/goose, as 12.5'lo of E-mail
from aspammerQawebsite.corn is spam.
Der „schnelle" braune Fuchs springt
uber den faulen Hund. Le renard brun
«rapide» saute par-dessus le chien
paresseux. La volpe marrone rapida
salta sopra il cane pigro. El zorro
marron rapido salta sobre el perro
perezoso. A raposa marrom rapida
salta sobre o cao preguiqoso.

python-pyocr-0.3.0/tests/cuneiform/test-french.txt000066400000000000000000000000651245470272200223070ustar00rootroot00000000000000Phrase en français. avec des accents éphémère python-pyocr-0.3.0/tests/cuneiform/test-french.words000066400000000000000000000026351245470272200226330ustar00rootroot00000000000000

Phrase en français.
avec des accents
éphémère

python-pyocr-0.3.0/tests/cuneiform/test.txt000066400000000000000000000004451245470272200210460ustar00rootroot00000000000000This is a lot of 12 point text to test the ocr code and see if it works on all types of file format. The quick brown dog jumped over the lazy fox. The quick brown dog jumped over the lazy fox. The quick brown dog jumped over the lazy fox. The quick brown dog jumped over the lazy fox. python-pyocr-0.3.0/tests/cuneiform/test.words000066400000000000000000000134541245470272200213710ustar00rootroot00000000000000

This is a lot of 12 point text to test the
ocr code and see if it works on all types
of file format.

The quick brown dog jumped over the
lazy fox. The quick brown dog jumped
over the lazy fox. The quick brown dog
jumped over the lazy fox. The quick
brown dog jumped over the lazy fox.

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The (quick) [brown] {fox} jumps! Over the $43,456.78 <lazy> #90 dog & duck/goose, as 12.5% of E-mail from aspammer@website.com is spam. Der ,,schnelle” braune Fuchs springt fiber den faulen Hund. Le renard brun «rapide» saute par-dessus le chien paresseux. La volpe marrone rapida salta sopra i] cane pigro. El zorro marrén répido salta sobre el perro perezoso. A raposa marrom répida salta sobre 0 C50 preguieoso.

python-pyocr-0.3.0/tests/tesseract/test-european.txt000066400000000000000000000006501245470272200226660ustar00rootroot00000000000000The (quick) [brown] {fox} jumps! Over the $43,456.78 #90 dog & duck/goose, as 12.5% of E-mail from aspammer@website.com is spam. Der ,,schnelle” braune Fuchs springt fiber den faulen Hund. Le renard brun «rapide» saute par-dessus le chien paresseux. La volpe marrone rapida salta sopra i] cane pigro. El zorro marrén répido salta sobre el perro perezoso. A raposa marrom répida salta sobre 0 C50 preguieoso. python-pyocr-0.3.0/tests/tesseract/test-european.words000066400000000000000000000225611245470272200232120ustar00rootroot00000000000000

The (quick) [brown] {fox} jumps! Over the $43,456.78 <lazy> #90 dog & duck/goose, as 12.5% of E-mail from aspammer@website.com is spam. Der ,,schnelle” braune Fuchs springt fiber den faulen Hund. Le renard brun «rapide» saute par-dessus le chien paresseux. La volpe marrone rapida salta sopra i] cane pigro. El zorro marrén répido salta sobre el perro perezoso. A raposa marrom répida salta sobre 0 C50 preguieoso.

python-pyocr-0.3.0/tests/tesseract/test-french.box000066400000000000000000000013241245470272200222650ustar00rootroot00000000000000P 23 150 32 163 0 h 34 150 43 164 0 r 45 150 52 160 0 a 52 150 61 160 0 æ 62 149 81 160 0 e 87 149 98 159 0 n 99 149 108 159 0 f 115 149 122 163 0 r 122 149 129 159 0 a 129 148 138 159 0 n 140 148 149 158 0 æ 150 145 168 158 0 i 170 148 173 162 0 s 174 148 182 158 0 . 183 147 186 150 0 A 21 122 33 142 0 v 33 129 43 139 0 e 44 129 54 139 0 c 55 129 63 139 0 d 70 128 79 143 0 e 81 128 91 138 0 s 92 128 99 138 0 a 106 128 114 138 0 c 116 128 124 138 0 c 125 127 133 138 0 e 134 127 144 137 0 n 146 127 154 137 0 t 156 127 162 140 0 s 163 127 170 137 0 . 172 127 174 129 0 E 23 108 31 122 0 p 34 104 43 118 0 h 45 108 53 122 0 é 55 108 65 122 0 m 67 107 81 118 0 è 83 107 93 121 0 r 95 107 101 117 0 e 102 107 112 117 0 python-pyocr-0.3.0/tests/tesseract/test-french.lines000066400000000000000000000036701245470272200226150ustar00rootroot00000000000000

PhraSe en français. Avec des accents. Ephémère

python-pyocr-0.3.0/tests/tesseract/test-french.txt000066400000000000000000000000631245470272200223130ustar00rootroot00000000000000PhraSe en français. Avec des accents. Ephémère python-pyocr-0.3.0/tests/tesseract/test-french.words000066400000000000000000000036701245470272200226410ustar00rootroot00000000000000

PhraSe en français. Avec des accents. Ephémère

python-pyocr-0.3.0/tests/tesseract/test-japanese.box000066400000000000000000000030511245470272200226050ustar00rootroot00000000000000ナ 34 668 83 755 0 こ 68 670 119 725 0 し 137 673 179 746 0 ` 187 683 220 741 0 な 231 667 320 755 0 カ 331 668 391 754 0 ` 392 695 423 740 0 り 446 667 507 755 0 つ 533 673 617 741 0 お 666 669 754 755 0 れ 763 667 856 754 0 の 866 669 952 748 0 よ 970 667 1047 755 0 め 1066 669 1151 754 0 田 34 515 118 601 0 井 130 514 222 606 0 中 234 514 318 607 0 律 328 514 423 607 0 俺 461 514 557 607 0 の 566 519 652 598 0 嫁 662 514 757 607 0 a 27 415 61 453 0 b 68 414 107 467 0 C 111 414 147 454 0 A 172 415 222 467 0 B 227 415 267 467 0 C 274 414 319 468 0 ぁ 348 413 402 469 0 し 414 416 441 463 0 ` 446 423 467 461 0 う 480 413 526 469 0 ぇ 539 413 595 469 0 お 603 414 660 469 0 ヵ 666 414 705 469 0 ` 705 431 725 460 0 き 735 413 783 469 0 く 803 412 840 469 0 籐 863 415 880 467 0 ナ 879 412 914 468 0 こ 928 416 973 465 0 0 26 318 67 372 0 0 72 318 120 372 0 ー 133 319 152 371 0 ー 173 319 182 371 0 2 190 319 229 372 0 ー 238 319 247 371 0 3 254 318 293 372 0 B 302 319 342 371 0 4 346 319 389 371 0 5 395 318 433 371 0 S 439 318 479 372 0 6 485 318 524 372 0 7 532 319 570 371 0 8 576 318 616 372 0 9 622 319 661 372 0 F 263 166 348 262 0 U 451 166 533 265 0 N 639 165 723 265 0 ぁ 316 86 351 123 0 っ 361 86 392 112 0 ナ 403 87 427 123 0 こ 418 87 440 111 0 〝 451 98 464 123 0 丿 457 87 479 123 0 ま 491 87 523 123 0 ぇ 534 86 570 123 0 じ 581 87 611 123 0 ゃ 621 84 654 115 0 ん 663 87 701 123 0 ! 713 87 723 122 0 r 616 29 634 51 0 i 638 29 644 62 0 t 648 29 669 59 0 $ 672 29 696 51 0 u 700 29 723 51 0 ~ 478 38 610 43 0 python-pyocr-0.3.0/tests/tesseract/test-japanese.lines000066400000000000000000000105011245470272200231250ustar00rootroot00000000000000

たいなかりつ おれのよめ 田井中律 俺の嫁

abC ABC ぁいうぇおかき く けこ 00ー ー2ー3B45S6789

F U N

ぁったりまぇじゃん!

rit$u

python-pyocr-0.3.0/tests/tesseract/test-japanese.txt000066400000000000000000000002531245470272200226350ustar00rootroot00000000000000たいなかりつ おれのよめ 田井中律 俺の嫁 abC ABC ぁいうぇおかき く けこ 00ー ー2ー3B45S6789 F U N ぁったりまぇじゃん! rit$u python-pyocr-0.3.0/tests/tesseract/test-japanese.words000066400000000000000000000105011245470272200231510ustar00rootroot00000000000000

たいなかりつ おれのよめ 田井中律 俺の嫁

abC ABC ぁいうぇおかき く けこ 00ー ー2ー3B45S6789

F U N

ぁったりまぇじゃん!

rit$u

python-pyocr-0.3.0/tests/tesseract/test.box000066400000000000000000000105261245470272200210260ustar00rootroot00000000000000T 36 364 55 388 0 h 57 364 71 388 0 i 76 364 79 388 0 s 82 364 96 382 0 i 109 364 112 388 0 s 115 364 129 382 0 a 141 364 156 382 0 l 169 364 172 388 0 o 175 364 191 382 0 t 193 364 201 387 0 o 212 364 228 382 0 f 229 364 240 388 0 1 251 364 260 388 0 2 267 364 282 388 0 p 296 358 311 382 0 o 313 364 329 382 0 i 332 364 335 388 0 n 339 364 353 382 0 t 356 364 364 387 0 t 374 364 383 387 0 e 384 364 400 382 0 x 402 364 417 382 0 t 418 364 427 387 0 t 437 364 445 387 0 o 447 364 463 382 0 t 474 364 482 387 0 e 484 364 500 382 0 s 502 364 516 382 0 t 518 364 526 387 0 t 536 364 545 387 0 h 547 364 561 388 0 e 564 364 580 382 0 o 36 330 52 348 0 c 54 330 69 348 0 r 72 330 81 348 0 c 91 330 106 348 0 o 108 330 124 348 0 d 126 330 141 354 0 e 144 330 160 348 0 a 172 330 187 348 0 n 191 330 205 348 0 d 208 330 223 354 0 s 236 330 250 348 0 e 252 330 268 348 0 e 270 330 286 348 0 i 299 330 302 354 0 f 304 330 314 354 0 i 325 330 328 354 0 t 330 330 339 353 0 w 348 330 372 348 0 o 373 330 389 348 0 r 392 330 402 348 0 k 403 330 417 354 0 s 419 330 433 348 0 o 445 330 461 348 0 n 464 330 478 348 0 a 500 330 515 348 0 l 519 330 522 354 0 l 526 330 529 354 0 t 541 330 549 353 0 y 550 323 565 348 0 p 568 324 584 348 0 e 586 330 602 348 0 s 604 330 618 348 0 o 36 296 52 314 0 f 53 296 64 320 0 f 72 296 82 320 0 i 83 296 86 320 0 l 90 296 94 320 0 e 97 296 113 314 0 f 123 296 133 320 0 o 133 296 149 314 0 r 153 296 162 314 0 m 164 296 187 314 0 a 190 296 206 314 0 t 208 296 216 319 0 . 219 296 223 299 0 T 36 262 55 286 0 h 57 262 71 286 0 e 75 262 91 280 0 q 102 256 117 280 0 u 121 262 135 280 0 i 140 262 143 286 0 c 146 262 161 280 0 k 163 262 177 286 0 b 189 262 204 286 0 r 207 262 217 280 0 o 217 262 233 280 0 w 235 262 258 280 0 n 260 262 274 280 0 d 287 262 302 286 0 o 305 262 321 280 0 g 323 255 339 280 0 j 348 255 355 286 0 u 359 262 373 280 0 m 377 262 401 280 0 p 405 256 420 280 0 e 422 262 438 280 0 d 440 262 456 286 0 o 468 262 484 280 0 v 486 262 501 280 0 e 503 262 519 280 0 r 522 262 531 280 0 t 540 262 549 285 0 h 551 262 565 286 0 e 569 262 585 280 0 l 37 228 40 252 0 a 43 228 59 246 0 z 62 228 77 246 0 y 78 221 92 246 0 f 103 228 113 252 0 o 113 228 129 246 0 x 131 228 146 246 0 . 150 228 153 231 0 T 165 228 184 252 0 h 187 228 201 252 0 e 204 228 220 246 0 q 232 222 247 246 0 u 251 228 265 246 0 i 269 228 273 252 0 c 276 228 291 246 0 k 293 228 307 252 0 b 319 228 334 252 0 r 337 228 346 246 0 o 347 228 363 246 0 w 364 228 388 246 0 n 390 228 404 246 0 d 417 228 432 252 0 o 435 228 451 246 0 g 453 221 468 246 0 j 478 221 485 252 0 u 489 228 503 246 0 m 507 228 531 246 0 p 535 222 550 246 0 e 552 228 568 246 0 d 570 228 585 252 0 o 36 194 52 212 0 v 54 194 69 212 0 e 71 194 87 212 0 r 90 194 99 212 0 t 109 194 117 217 0 h 120 194 134 218 0 e 137 194 153 212 0 l 165 194 169 218 0 a 172 194 187 212 0 z 190 194 205 212 0 y 206 187 221 212 0 f 231 194 241 218 0 o 241 194 257 212 0 x 259 194 274 212 0 . 278 194 281 197 0 T 294 194 313 218 0 h 315 194 329 218 0 e 333 194 349 212 0 q 360 188 375 212 0 u 379 194 393 212 0 i 398 194 401 218 0 c 404 194 419 212 0 k 421 194 435 218 0 b 447 194 462 218 0 r 465 194 475 212 0 o 475 194 491 212 0 w 493 194 516 212 0 n 518 194 532 212 0 d 545 194 560 218 0 o 563 194 579 212 0 g 581 187 597 212 0 j 43 153 50 184 0 u 54 160 68 178 0 m 72 160 96 178 0 p 99 154 115 178 0 e 117 160 133 178 0 d 135 160 150 184 0 o 162 160 178 178 0 v 180 160 195 178 0 e 197 160 213 178 0 r 216 160 226 178 0 t 235 160 243 183 0 h 246 160 260 184 0 e 263 160 279 178 0 l 292 160 295 184 0 a 298 160 313 178 0 z 316 160 331 178 0 y 332 153 347 178 0 f 357 160 368 184 0 o 368 160 384 178 0 x 385 160 401 178 0 . 404 160 407 163 0 T 420 160 439 184 0 h 442 160 456 184 0 e 459 160 475 178 0 q 486 154 501 178 0 u 506 160 520 178 0 i 524 160 527 184 0 c 530 160 545 178 0 k 548 160 561 184 0 b 37 126 52 150 0 r 55 126 65 144 0 o 65 126 81 144 0 w 83 126 106 144 0 n 108 126 122 144 0 d 135 126 150 150 0 o 153 126 169 144 0 g 171 119 187 144 0 j 196 119 203 150 0 u 207 126 221 144 0 m 225 126 249 144 0 p 253 120 268 144 0 e 270 126 286 144 0 d 288 126 304 150 0 o 316 126 332 144 0 v 334 126 349 144 0 e 351 126 367 144 0 r 370 126 379 144 0 t 388 126 397 149 0 h 399 126 413 150 0 e 417 126 433 144 0 l 445 126 448 150 0 a 451 126 467 144 0 z 470 126 485 144 0 y 486 119 500 144 0 f 511 126 521 150 0 o 521 126 537 144 0 x 539 126 554 144 0 . 558 126 561 129 0 python-pyocr-0.3.0/tests/tesseract/test.lines000066400000000000000000000202561245470272200213510ustar00rootroot00000000000000

This is a lot of 12 point text to test the ocr code and see if it works on all types of file format.

The quick brown dog jumped over the lazy fox. The quick brown dog jumped over the lazy fox. The quick brown dog jumped over the lazy fox. The quick brown dog jumped over the lazy fox.

python-pyocr-0.3.0/tests/tesseract/test.txt000066400000000000000000000004371245470272200210550ustar00rootroot00000000000000This is a lot of 12 point text to test the ocr code and see if it works on all types of file format. The quick brown dog jumped over the lazy fox. The quick brown dog jumped over the lazy fox. The quick brown dog jumped over the lazy fox. The quick brown dog jumped over the lazy fox. python-pyocr-0.3.0/tests/tesseract/test.words000066400000000000000000000202561245470272200213750ustar00rootroot00000000000000

This is a lot of 12 point text to test the ocr code and see if it works on all types of file format.

The quick brown dog jumped over the lazy fox. The quick brown dog jumped over the lazy fox. The quick brown dog jumped over the lazy fox. The quick brown dog jumped over the lazy fox.

python-pyocr-0.3.0/tests/tests_cuneiform.py000066400000000000000000000131721245470272200211230ustar00rootroot00000000000000import codecs from PIL import Image import os import sys sys.path = [ "src" ] + sys.path import tempfile import unittest from pyocr import builders from pyocr import cuneiform class TestContext(unittest.TestCase): """ These tests make sure the requirements for the tests are met. """ def setUp(self): pass def test_available(self): self.assertTrue(cuneiform.is_available(), "cuneiform not found. Is it installed ?") def test_version(self): self.assertEqual(cuneiform.get_version(), (1, 1, 0), ("cuneiform does not have the expected version" " (1.1.0) ! Tests will fail !")) def test_langs(self): langs = cuneiform.get_available_languages() self.assertTrue("eng" in langs, ("English training does not appear to be installed." " (required for the tests)")) self.assertTrue("fra" in langs, ("French training does not appear to be installed." " (required for the tests)")) def tearDown(self): pass class TestTxt(unittest.TestCase): """ These tests make sure the "usual" OCR works fine. (the one generating a .txt file) """ def setUp(self): pass def __test_txt(self, image_file, expected_output_file, lang='eng'): image_file = "tests/data/" + image_file expected_output_file = "tests/cuneiform/" + expected_output_file expected_output = "" with codecs.open(expected_output_file, 'r', encoding='utf-8') \ as file_descriptor: for line in file_descriptor: expected_output += line expected_output = expected_output.strip() output = cuneiform.image_to_string(Image.open(image_file), lang=lang) self.assertEqual(output, expected_output) def test_basic(self): self.__test_txt('test.png', 'test.txt') def test_european(self): self.__test_txt('test-european.jpg', 'test-european.txt') def test_french(self): self.__test_txt('test-french.jpg', 'test-french.txt', 'fra') def tearDown(self): pass class TestWordBox(unittest.TestCase): """ These tests make sure that cuneiform box handling works fine. """ def setUp(self): self.builder = builders.WordBoxBuilder() def __test_txt(self, image_file, expected_box_file, lang='eng'): image_file = "tests/data/" + image_file expected_box_file = "tests/cuneiform/" + expected_box_file with codecs.open(expected_box_file, 'r', encoding='utf-8') \ as file_descriptor: expected_boxes = self.builder.read_file(file_descriptor) expected_boxes.sort() boxes = cuneiform.image_to_string(Image.open(image_file), lang=lang, builder=self.builder) boxes.sort() self.assertEqual(len(boxes), len(expected_boxes)) for i in range(0, min(len(boxes), len(expected_boxes))): try: # Python 2.7 self.assertEqual(type(expected_boxes[i].content), unicode) self.assertEqual(type(boxes[i].content), unicode) except NameError: # Python 3.x self.assertEqual(type(expected_boxes[i].content), str) self.assertEqual(type(boxes[i].content), str) self.assertEqual(boxes[i], expected_boxes[i]) def test_basic(self): self.__test_txt('test.png', 'test.words') def test_european(self): self.__test_txt('test-european.jpg', 'test-european.words') def test_french(self): self.__test_txt('test-french.jpg', 'test-french.words', 'fra') def test_write_read(self): original_boxes = cuneiform.image_to_string( Image.open("tests/data/test.png"), builder=self.builder) self.assertTrue(len(original_boxes) > 0) (file_descriptor, tmp_path) = tempfile.mkstemp() try: # we must open the file with codecs.open() for utf-8 support os.close(file_descriptor) with codecs.open(tmp_path, 'w', encoding='utf-8') as file_descriptor: self.builder.write_file(file_descriptor, original_boxes) with codecs.open(tmp_path, 'r', encoding='utf-8') as file_descriptor: new_boxes = self.builder.read_file(file_descriptor) self.assertEqual(len(new_boxes), len(original_boxes)) for i in range(0, len(original_boxes)): self.assertEqual(new_boxes[i], original_boxes[i]) finally: os.remove(tmp_path) def tearDown(self): pass class TestOrientation(unittest.TestCase): def test_can_detect_orientation(self): self.assertFalse(cuneiform.can_detect_orientation()) def get_all_tests(): all_tests = unittest.TestSuite() test_names = [ 'test_available', 'test_version', 'test_langs', ] tests = unittest.TestSuite(map(TestContext, test_names)) all_tests.addTest(tests) test_names = [ 'test_basic', 'test_european', 'test_french', ] tests = unittest.TestSuite(map(TestTxt, test_names)) all_tests.addTest(tests) test_names = [ 'test_basic', 'test_european', 'test_french', 'test_write_read', ] tests = unittest.TestSuite(map(TestWordBox, test_names)) all_tests.addTest(tests) test_names = [ 'test_can_detect_orientation', ] tests = unittest.TestSuite(map(TestOrientation, test_names)) all_tests.addTest(tests) return all_tests python-pyocr-0.3.0/tests/tests_tesseract.py000066400000000000000000000321601245470272200211270ustar00rootroot00000000000000import codecs from PIL import Image import os import sys sys.path = ["src"] + sys.path import tempfile import unittest from pyocr import builders from pyocr import tesseract class TestContext(unittest.TestCase): """ These tests make sure the requirements for the tests are met. """ def setUp(self): pass def test_available(self): self.assertTrue(tesseract.is_available(), "Tesseract not found. Is it installed ?") def test_version(self): self.assertTrue(tesseract.get_version() in ( (3, 2, 1), (3, 2, 2), (3, 3, 0), ), ("Tesseract does not have the expected version" " (3.3.0) ! Some tests will be skipped !")) def test_langs(self): langs = tesseract.get_available_languages() self.assertTrue("eng" in langs, ("English training does not appear to be installed." " (required for the tests)")) self.assertTrue("fra" in langs, ("French training does not appear to be installed." " (required for the tests)")) self.assertTrue("jpn" in langs, ("Japanese training does not appear to be installed." " (required for the tests)")) def tearDown(self): pass class TestTxt(unittest.TestCase): """ These tests make sure the "usual" OCR works fine. (the one generating a .txt file) """ def setUp(self): pass def __test_txt(self, image_file, expected_output_file, lang='eng'): image_file = "tests/data/" + image_file expected_output_file = "tests/tesseract/" + expected_output_file expected_output = "" with codecs.open(expected_output_file, 'r', encoding='utf-8') \ as file_descriptor: for line in file_descriptor: expected_output += line expected_output = expected_output.strip() output = tesseract.image_to_string(Image.open(image_file), lang=lang) self.assertEqual(output, expected_output) def test_basic(self): self.__test_txt('test.png', 'test.txt') @unittest.skipIf(tesseract.get_version() not in ( (3, 2, 1), (3, 2, 2), (3, 3, 0), ), "This test only works with Tesseract 3.02.1") def test_european(self): self.__test_txt('test-european.jpg', 'test-european.txt') @unittest.skipIf(tesseract.get_version() not in ( (3, 2, 1), (3, 2, 2), (3, 3, 0), ), "This test only works with Tesseract 3.02.1") def test_french(self): self.__test_txt('test-french.jpg', 'test-french.txt', 'fra') def test_japanese(self): self.__test_txt('test-japanese.jpg', 'test-japanese.txt', 'jpn') def tearDown(self): pass class TestCharBox(unittest.TestCase): """ These tests make sure that Tesseract box handling works fine. """ def setUp(self): self.builder = tesseract.CharBoxBuilder() def __test_txt(self, image_file, expected_box_file, lang='eng'): image_file = "tests/data/" + image_file expected_box_file = "tests/tesseract/" + expected_box_file with codecs.open(expected_box_file, 'r', encoding='utf-8') \ as file_descriptor: expected_boxes = self.builder.read_file(file_descriptor) expected_boxes.sort() boxes = tesseract.image_to_string(Image.open(image_file), lang=lang, builder=self.builder) boxes.sort() self.assertEqual(len(boxes), len(expected_boxes)) for i in range(0, min(len(boxes), len(expected_boxes))): self.assertEqual(boxes[i], expected_boxes[i]) def test_basic(self): self.__test_txt('test.png', 'test.box') def test_european(self): self.__test_txt('test-european.jpg', 'test-european.box') def test_french(self): self.__test_txt('test-french.jpg', 'test-french.box', 'fra') @unittest.skipIf(tesseract.get_version() not in ( (3, 2, 1), (3, 2, 2), (3, 3, 0), ), "This test requires Tesseract 3.02.1") def test_japanese(self): self.__test_txt('test-japanese.jpg', 'test-japanese.box', 'jpn') def test_write_read(self): original_boxes = tesseract.image_to_string( Image.open("tests/data/test.png"), builder=self.builder) self.assertTrue(len(original_boxes) > 0) (file_descriptor, tmp_path) = tempfile.mkstemp() try: # we must open the file with codecs.open() for utf-8 support os.close(file_descriptor) with codecs.open(tmp_path, 'w', encoding='utf-8') as fdescriptor: self.builder.write_file(fdescriptor, original_boxes) with codecs.open(tmp_path, 'r', encoding='utf-8') as fdescriptor: new_boxes = self.builder.read_file(fdescriptor) self.assertEqual(len(new_boxes), len(original_boxes)) for i in range(0, len(original_boxes)): self.assertEqual(new_boxes[i], original_boxes[i]) finally: os.remove(tmp_path) def tearDown(self): pass class TestDigits(unittest.TestCase): """ These tests make sure that Tesseract digits handling works fine. """ def setUp(self): self.builder = tesseract.DigitBuilder() def __test_text(self, image_file, expected_output_file, lang='eng'): image_file = "tests/data/" + image_file expected_output_file = "tests/tesseract/" + expected_output_file expected_output = "" with codecs.open(expected_output_file, 'r', encoding='utf-8') \ as file_descriptor: for line in file_descriptor: expected_output += line expected_output = expected_output.strip() output = tesseract.image_to_string(Image.open(image_file), lang=lang, builder=self.builder) self.assertEqual(output, expected_output) def test_digits(self): self.__test_text('test-digits.png', 'test-digits.txt') class TestWordBox(unittest.TestCase): """ These tests make sure that Tesseract box handling works fine. """ def setUp(self): self.builder = builders.WordBoxBuilder() def __test_txt(self, image_file, expected_box_file, lang='eng'): image_file = "tests/data/" + image_file expected_box_file = "tests/tesseract/" + expected_box_file with codecs.open(expected_box_file, 'r', encoding='utf-8') \ as file_descriptor: expected_boxes = self.builder.read_file(file_descriptor) expected_boxes.sort() boxes = tesseract.image_to_string(Image.open(image_file), lang=lang, builder=self.builder) boxes.sort() self.assertTrue(len(boxes) > 0) self.assertEqual(len(boxes), len(expected_boxes)) for i in range(0, min(len(boxes), len(expected_boxes))): try: # python 2.7 self.assertEqual(type(expected_boxes[i].content), unicode) self.assertEqual(type(boxes[i].content), unicode) except NameError: # python 3 self.assertEqual(type(expected_boxes[i].content), str) self.assertEqual(type(boxes[i].content), str) self.assertEqual(boxes[i], expected_boxes[i]) def test_basic(self): self.__test_txt('test.png', 'test.words') def test_european(self): self.__test_txt('test-european.jpg', 'test-european.words') def test_french(self): self.__test_txt('test-french.jpg', 'test-french.words', 'fra') @unittest.skipIf(tesseract.get_version() not in ( (3, 2, 1), (3, 2, 2), (3, 3, 0), ), "This test requires Tesseract 3.02.1") def test_japanese(self): self.__test_txt('test-japanese.jpg', 'test-japanese.words', 'jpn') def test_write_read(self): original_boxes = tesseract.image_to_string( Image.open("tests/data/test.png"), builder=self.builder) self.assertTrue(len(original_boxes) > 0) (file_descriptor, tmp_path) = tempfile.mkstemp() try: # we must open the file with codecs.open() for utf-8 support os.close(file_descriptor) with codecs.open(tmp_path, 'w', encoding='utf-8') as fdescriptor: self.builder.write_file(fdescriptor, original_boxes) with codecs.open(tmp_path, 'r', encoding='utf-8') as fdescriptor: new_boxes = self.builder.read_file(fdescriptor) self.assertEqual(len(new_boxes), len(original_boxes)) for i in range(0, len(original_boxes)): self.assertEqual(new_boxes[i], original_boxes[i]) finally: os.remove(tmp_path) def tearDown(self): pass class TestLineBox(unittest.TestCase): """ These tests make sure that Tesseract box handling works fine. """ def setUp(self): self.builder = builders.LineBoxBuilder() def __test_txt(self, image_file, expected_box_file, lang='eng'): image_file = "tests/data/" + image_file expected_box_file = "tests/tesseract/" + expected_box_file boxes = tesseract.image_to_string(Image.open(image_file), lang=lang, builder=self.builder) boxes.sort() with codecs.open(expected_box_file, 'r', encoding='utf-8') \ as file_descriptor: expected_boxes = self.builder.read_file(file_descriptor) expected_boxes.sort() self.assertEqual(len(boxes), len(expected_boxes)) for i in range(0, min(len(boxes), len(expected_boxes))): for j in range(0, len(boxes[i].word_boxes)): self.assertEqual(type(boxes[i].word_boxes[j]), type(expected_boxes[i].word_boxes[j])) self.assertEqual(boxes[i], expected_boxes[i]) def test_basic(self): self.__test_txt('test.png', 'test.lines') def test_european(self): self.__test_txt('test-european.jpg', 'test-european.lines') def test_french(self): self.__test_txt('test-french.jpg', 'test-french.lines', 'fra') @unittest.skipIf(tesseract.get_version() not in ( (3, 2, 1), (3, 2, 2), (3, 3, 0), ), "This test requires Tesseract 3.02.1") def test_japanese(self): self.__test_txt('test-japanese.jpg', 'test-japanese.lines', 'jpn') def test_write_read(self): original_boxes = tesseract.image_to_string( Image.open("tests/data/test.png"), builder=self.builder) self.assertTrue(len(original_boxes) > 0) (file_descriptor, tmp_path) = tempfile.mkstemp() try: # we must open the file with codecs.open() for utf-8 support os.close(file_descriptor) with codecs.open(tmp_path, 'w', encoding='utf-8') as fdescriptor: self.builder.write_file(fdescriptor, original_boxes) with codecs.open(tmp_path, 'r', encoding='utf-8') as fdescriptor: new_boxes = self.builder.read_file(fdescriptor) self.assertEqual(len(new_boxes), len(original_boxes)) for i in range(0, len(original_boxes)): self.assertEqual(new_boxes[i], original_boxes[i]) finally: os.remove(tmp_path) def tearDown(self): pass class TestOrientation(unittest.TestCase): def test_can_detect_orientation(self): self.assertTrue(tesseract.can_detect_orientation()) def test_orientation_0(self): img = Image.open('tests/data/test.png') result = tesseract.detect_orientation(img, lang='eng') self.assertEqual(result['angle'], 0) def test_orientation_90(self): img = Image.open('tests/data/test-90.png') result = tesseract.detect_orientation(img, lang='eng') self.assertEqual(result['angle'], 90) def get_all_tests(): all_tests = unittest.TestSuite() test_names = [ 'test_available', 'test_version', 'test_langs', ] tests = unittest.TestSuite(map(TestContext, test_names)) all_tests.addTest(tests) test_names = [ 'test_basic', 'test_european', 'test_french', ] tests = unittest.TestSuite(map(TestTxt, test_names)) all_tests.addTest(tests) test_names = [ 'test_basic', 'test_european', 'test_french', 'test_japanese', 'test_write_read', ] tests = unittest.TestSuite(map(TestCharBox, test_names)) all_tests.addTest(tests) tests = unittest.TestSuite(map(TestWordBox, test_names)) all_tests.addTest(tests) tests = unittest.TestSuite(map(TestLineBox, test_names)) all_tests.addTest(tests) test_names = [ 'test_digits' ] tests = unittest.TestSuite(map(TestDigits, test_names)) all_tests.addTest(tests) test_names = [ 'test_can_detect_orientation', 'test_orientation_0', 'test_orientation_90', ] tests = unittest.TestSuite(map(TestOrientation, test_names)) all_tests.addTest(tests) return all_tests python-pyocr-0.3.0/update_tesseract_test_data.sh000077500000000000000000000030421245470272200221170ustar00rootroot00000000000000#!/bin/sh run_tess() { img="$1" shift out="$1" shift lang="$1" shift echo "${img} --> ${out} (${lang} / $@)" lang_arg="" if [ -n "${lang}" ]; then lang_arg=-l fi if ! tesseract ${img} ${out} ${lang_arg} ${lang} $@ > /dev/null 2>&1 then echo "FAILED !" fi } cd tests run_tess data/test.png tesseract/test eng run_tess data/test.png tesseract/test eng batch.nochop makebox run_tess data/test.png tesseract/test eng hocr mv tesseract/test.hocr tesseract/test.words cp tesseract/test.words tesseract/test.lines run_tess data/test-digits.png tesseract/test-digits eng digits run_tess data/test-european.jpg tesseract/test-european eng run_tess data/test-european.jpg tesseract/test-european eng batch.nochop makebox run_tess data/test-european.jpg tesseract/test-european eng hocr mv tesseract/test-european.hocr tesseract/test-european.words cp tesseract/test-european.words tesseract/test-european.lines run_tess data/test-french.jpg tesseract/test-french fra run_tess data/test-french.jpg tesseract/test-french fra batch.nochop makebox run_tess data/test-french.jpg tesseract/test-french fra hocr mv tesseract/test-french.hocr tesseract/test-french.words cp tesseract/test-french.words tesseract/test-french.lines run_tess data/test-japanese.jpg tesseract/test-japanese jpn run_tess data/test-japanese.jpg tesseract/test-japanese jpn batch.nochop makebox run_tess data/test-japanese.jpg tesseract/test-japanese jpn hocr mv tesseract/test-japanese.hocr tesseract/test-japanese.words cp tesseract/test-japanese.words tesseract/test-japanese.lines