Iam trying to extract text from an image file using Tesseract OCR in Python but I'am facing an Error that i can figure out how to deal with it. all my environment is good as i tested some sample image with the ocr in python!
here is the code
from PIL import Image
import pytesseract
strs = pytesseract.image_to_string(Image.open('binarized_image.png'))
print (strs)
the follow is the error I get from eclipse console
strs = pytesseract.image_to_string(Image.open('binarized_body.png'))
File "C:\Python35x64\lib\site-packages\pytesseract\pytesseract.py", line 167, in image_to_string
return f.read().strip()
File "C:\Python35x64\lib\encodings\cp1252.py", line 23, in decode
return codecs.charmap_decode(input,self.errors,decoding_table)[0]
UnicodeDecodeError: 'charmap' codec can't decode byte 0x9d in position 20: character maps to <undefined>
Iam using python 3.5 x64 on Windows10
The problem is that python is trying to use the console's encoding (CP1252) instead of what it's meant to use (UTF-8). PyTesseract has found a unicode character and is now trying to translate it into CP1252, which it can't do. On another platform you won't encounter this error because it will get to use UTF-8.
You can try using a different function (possibly one that returns bytes
instead of str
so you won't have to worry about encoding). You could change the default encoding of python as mentioned in one of the comments, although that will cause problems when you go to try and print the string on the windows console. Or, and this is my recommended solution, you could download Cygwin and run python on that to get a clean UTF-8 output.
If you want a quick and dirty solution that won't break anything (yet), here's a way that you might consider:
import builtins
original_open = open
def bin_open(filename, mode='rb'): # note, the default mode now opens in binary
return original_open(filename, mode)
from PIL import Image
import pytesseract
img = Image.open('binarized_image.png')
try:
builtins.open = bin_open
bts = pytesseract.image_to_string(img)
finally:
builtins.open = original_open
print(str(bts, 'cp1252', 'ignore'))
Seems like there's some good information potentially related to this answer here.
Yeah, that sounds like the issue I've run into before. This answer would be better if you gave some code explaining how to configure PyTesseract to open that file with a UTF8 encoding, if possible
@BenjaminHodgson PyTesseract doesn't have a way to specify the encoding, but we can inject our own
open
alternative...@randomusername does your solution have impact on the fidelity of the resulting text extracted? iam getting lot of strange characters whereas the original document is plain english char even if it a little bit blured! an example is like iÃŽc1-zo1sîâzzaïzÃœl VE0Ã2ÃŽE BP797Z5SiÃŽc1-zo1sîâzzaïzÃœl VE0Ã2ÃŽE BP797Z5S
@NwawelAIroume no, but it does have a severe impact on the resulting output. Try printing the output as the original
bytes
object to see if you can salvage what you can. Or you can store the output in a file and use a UTF-8 capable text editor to view it.