class Otter(object):
"""OCR"""
def __init__(self, directory=None, font_size=14):
self.font_size = font_size
self.comparison_size = (font_size, font_size + 2)
self.crab = Crab()
if directory:
self.load_images(path(directory).files())
def create_images(self, font, alphabet, directory):
font = ImageFont.truetype(font, self.font_size)
directory = path(directory)
directory.makedirs_p()
for char in alphabet:
img = self.create_char(font, char, directory)
self.crab.add(img)
def create_char(self, font, char, directory):
im_size = (self.font_size * 2, self.font_size * 2)
img = Image.new("RGB", im_size, (255, 255, 255))
draw = ImageDraw.Draw(img)
draw.text((2, 2), char, (0, 0, 0), font=font)
img = autocrop(img, "white")
img = center_on_bg(img, self.comparison_size, "white")
img_path = path(directory).joinpath("%05d.png" % ord(char))
img.save(img_path)
return img
def load_images(self, image_file_paths):
for p in image_file_paths:
self.load_image(p)
def load_image(self, img_path):
img = Image.open(img_path)
self.crab.add(img)
def ocr(self, img):
split = char_split(img)
print len(split)
return "".join(self.ocr_char(center_on_bg(im, self.comparison_size, "white")) for im in split)
def ocr_char(self, img):
rankings = self.crab.compare_many(img)
lowest = rankings[2][1]
alls = []
for i, r in enumerate(rankings[:3]):
fpath = path(r[0].filename)
perc = (r[1] / lowest * 100) - 100
print i, unichr(int(fpath.namebase)), perc, "%"
alls.append(perc)
ab = alls[0] - alls[1]
percss.append(ab)
print ab
print
fpath = path(rankings[0][0].filename)
return unichr(int(fpath.namebase))
def __init__(self, directory=None, font_size=14):
self.font_size = font_size
self.comparison_size = (font_size, font_size + 2)
self.crab = Crab()
if directory:
self.load_images(path(directory).files())
