def findContrast(self, image):
for i in xrange(10, 250, 10):
img = contBright(image, i, i + 5.0)
self.findMarket(img)
if self.valid:
self.contrast = i
break
def findContrast(self, image):
for i in xrange(10, 250, 10):
img = contBright(image, i, i + 5.0)
self.findMarket(img)
if self.valid:
self.contrast = i
break
def __init__(self, image, contrast = None):
#color = image
image = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)
self.station_name = None
self.market_table = None
self.market_width = 0
self.valid = False
self.areas = None
self.contrast = None
self.xline = None
if contrast is None:
for i in xrange(10, 250, 10):
img = contBright(image, i, i+5.0)
self.findMarket(img)
if self.valid:
self.contrast = i
break
else:
img = contBright(image, contrast, contrast+5.0)
self.findMarket(img)
def makeMarketImg(self, market):
img = self.image[market[0][1]:market[1][1], market[0][0]:market[1][0]]
img = contBright(img, self.contrast, self.contrast+5.0)
#cv2.imshow("x", img)
#cv2.waitKey(0)
img = 255 - img
try:
h, w = img.shape
if w == 0 or h == 0:
img = np.ones((1,1), dtype='float32')
except:
img = np.ones((1,1), dtype='float32')
return img
def makeMarketImg(self, market):
img = self.image[market[0][1]:market[1][1], market[0][0]:market[1][0]]
img = contBright(img, self.contrast, self.contrast + 5.0)
#cv2.imshow("x", img)
#cv2.waitKey(0)
img = 255 - img
try:
h, w = img.shape
if w == 0 or h == 0:
img = np.ones((1, 1), dtype='float32')
except:
img = np.ones((1, 1), dtype='float32')
return img
def getValidRange(self, image):
min_valid = None
max_valid = None
for i in xrange(5, 250, 5):
img = contBright(image, i, i + 5.0)
self.findMarket(img)
if min_valid is None:
if self.valid:
min_valid = i
if not min_valid is None:
if self.valid:
max_valid = i
return (min_valid, max_valid)
def getValidRange(self, image):
min_valid = None
max_valid = None
for i in xrange(5, 250, 5):
img = contBright(image, i, i+5.0)
self.findMarket(img)
if min_valid is None:
if self.valid:
min_valid = i
if not min_valid is None:
if self.valid:
max_valid = i
return (min_valid, max_valid)
def makeStationImg(self, station):
img = self.image[station[0][1]:station[1][1], station[0][0]:station[1][0]]
h, w = img.shape
img = whiteBalance(img)
#cv2.imshow("x", img)
#cv2.waitKey(0)
img = 255 - contBright(img, 250.0, 255.0)
try:
h, w = img.shape
if w == 0 or h == 0:
img = np.ones((1,1), dtype='float32')
except:
img = np.ones((1,1), dtype='float32')
return img
def makeStationImg(self, station):
img = self.image[station[0][1]:station[1][1],
station[0][0]:station[1][0]]
h, w = img.shape
img = whiteBalance(img)
#cv2.imshow("x", img)
#cv2.waitKey(0)
img = 255 - contBright(img, 250.0, 255.0)
try:
h, w = img.shape
if w == 0 or h == 0:
img = np.ones((1, 1), dtype='float32')
except:
img = np.ones((1, 1), dtype='float32')
return img
def __init__(self, image, contrast=None):
# color = image
image = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)
self.station_name = None
self.market_table = None
self.market_width = 0
self.valid = False
self.areas = None
self.contrast = None
self.xline = None
if contrast is None:
self.findContrast(image)
else:
img = contBright(image, contrast, contrast + 5.0)
self.findMarket(img)
if not self.valid:
self.findContrast(image)
def __init__(self, image, contrast=None):
#color = image
image = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)
self.station_name = None
self.market_table = None
self.market_width = 0
self.valid = False
self.areas = None
self.contrast = None
self.xline = None
if contrast is None:
self.findContrast(image)
else:
img = contBright(image, contrast, contrast + 5.0)
self.findMarket(img)
if not self.valid:
self.findContrast(image)
def runTest(self, image, market, contrast):
img = image[market[0][1]:market[1][1], market[0][0]:market[1][0]]
img = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
h, w = img.shape
img = contBright(img, contrast, contrast + 5.0)
img = 255 - img
#cv2.imshow("x", img)
#cv2.waitKey(0)
mlp = MLP(img,
self.settings,
self.ocr_areas.areas,
isstation=False,
calibration=True)
#print market.result
#for result in market.result:
# print result.name.value
if self.language == "English":
language = u"eng"
elif self.language == "German":
language = u"deu"
else:
language = u"fra"
levels = {
u"eng": [u'LOW', u'MED', u'HIGH'],
u"deu": [u'NIEDRIG', u'MITTEL', u'HOCH'],
u"fra": [u'FAIBLE', u'MOYEN', u'ÉLEVÉ']
}
file = codecs.open(
self.settings.app_path + os.sep + "commodities.json", 'r', "utf-8")
comm_list = json.loads(file.read())
file.close()
#print self.comm_list
#self.comm_list.sort(key = len)
if language == "big" or language == "eng":
comm_list = [k for k, v in comm_list.iteritems()]
else:
comm_list = [v[language] for k, v in comm_list.iteritems()]
total_error = 0
lines = 0
for result in mlp.result:
#print result.name.value
if (not result.name is None) and result.name.value != '':
if result.name.x1 > h / 18:
lines += 1
mindist = 100
topcomm = ""
alternatives = []
for comm in comm_list:
#print (result.name.value, unicode(comm))
dist = distance(result.name.value, unicode(comm))
#if dist < 7:
# alternatives.append((unicode(comm), dist))
if dist < mindist:
mindist = dist
topcomm = comm
if dist == 0:
mindist = 0
#print result.name.value
#print topcomm
#print
#if mindist > 0:
# print (topcomm, result.name.value)
for letter in topcomm:
if letter in [u"Ä", u"Ö", u"Ü"]:
mindist -= 1
total_error += mindist
#print "contrast " + unicode(contrast)
#print "lines " + unicode(lines)
#print "error " +unicode(total_error)
#print
return [lines, total_error, contrast]
def runTest(self, image, market, contrast):
img = image[market[0][1]:market[1][1], market[0][0]:market[1][0]]
img = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
h,w = img.shape
img = contBright(img, contrast, contrast+5.0)
img = 255 - img
#cv2.imshow("x", img)
#cv2.waitKey(0)
mlp = MLP(img, self.settings.app_path, self.ocr_areas.areas, isstation=False, calibration=True)
#print market.result
#for result in market.result:
# print result.name.value
if self.language == "English":
language = u"eng"
elif self.language == "German":
language = u"deu"
else:
language = u"fra"
levels = {u"eng": [u'LOW', u'MED', u'HIGH'],
u"deu": [u'NIEDRIG', u'MITTEL', u'HOCH'],
u"fra": [u'FAIBLE', u'MOYEN', u'ÉLEVÉ']}
file = codecs.open(self.settings.app_path + os.sep +"commodities.json", 'r', "utf-8")
comm_list = json.loads(file.read())
file.close()
#print self.comm_list
#self.comm_list.sort(key = len)
if language == "big" or language == "eng":
comm_list = [k for k, v in comm_list.iteritems()]
else:
comm_list = [v[language] for k, v in comm_list.iteritems()]
total_error = 0
lines = 0
for result in mlp.result:
#print result.name.value
if (not result.name is None) and result.name.value != '':
if result.name.x1 > h/18:
lines +=1
mindist = 100
topcomm = ""
alternatives = []
for comm in comm_list:
#print (result.name.value, unicode(comm))
dist = distance(result.name.value, unicode(comm))
#if dist < 7:
# alternatives.append((unicode(comm), dist))
if dist < mindist:
mindist = dist
topcomm = comm
if dist == 0:
mindist = 0
#print result.name.value
#print topcomm
#print
#if mindist > 0:
# print (topcomm, result.name.value)
for letter in topcomm:
if letter in [u"Ä",u"Ö",u"Ü"]:
mindist -= 1
total_error += mindist
#print "contrast " + unicode(contrast)
#print "lines " + unicode(lines)
#print "error " +unicode(total_error)
#print
return [lines, total_error, contrast]
def makeStationImgClean(self, station):
img = self.image[station[0][1]-2:station[1][1]+2, station[0][0]-2:station[1][0]+2]
img = 255 - contBright(img, 100.0, 200.0)
return img
def makeMarketImgClean(self, market):
img = self.image[market[0][1]:market[1][1], market[0][0]:market[1][0]]
img = 255 - contBright(img, self.contrast - 20.0, self.contrast + 20.0)
return img
def makeMarketImgClean(self, market):
img = self.image[market[0][1]:market[1][1], market[0][0]:market[1][0]]
img = 255 - contBright(img, self.contrast - 20.0, self.contrast + 20.0)
return img
def makeStationImgClean(self, station):
img = self.image[station[0][1] - 2:station[1][1] + 2,
station[0][0] - 2:station[1][0] + 2]
img = 255 - contBright(img, 100.0, 200.0)
return img