Captcha Solver with python

captcha_solver.py

from PIL import Image
from scipy.ndimage import gaussian_filter
import numpy
import pytesseract
from PIL import ImageFilter

def solve_captcha(filename):
    # thresold1 on the first stage
    th1 = 140
    th2 = 140  # threshold after blurring
    sig = 1.5  # the blurring sigma
    from scipy import ndimage

    original = Image.open(filename)
    original.save("original.png")  # reading the image from the request
    black_and_white = original.convert("L")  # converting to black and white
    black_and_white.save("black_and_white.png")
    first_threshold = black_and_white.point(lambda p: p > th1 and 255)
    first_threshold.save("first_threshold.png")
    blur = numpy.array(first_threshold)  # create an image array
    blurred = gaussian_filter(blur, sigma=sig)
    blurred = Image.fromarray(blurred)
    blurred.save("blurred.png")
    final = blurred.point(lambda p: p > th2 and 255)
    final = final.filter(ImageFilter.EDGE_ENHANCE_MORE)
    final = final.filter(ImageFilter.SHARPEN)
    final.save("final.png")
    number = pytesseract.image_to_string(Image.open('final.png'), lang='eng',
                                         config='--psm 10 --oem 3 -c tessedit_char_whitelist=0123456789').strip()

    print("RESULT OF CAPTCHA:")
    print(number)
    print("===================")
    return number

Didn't work for attached image

@arunpurshotam
That’s because you have a setting on line 29 that specifically says : tessedit_char_whitelist=[0123456789](tel:0123456789)') you should change or remove that

i have this image how i can extrect

@AbdulMobinFata
Change line 29 to this :
result = pytesseract.image_to_string(Image.open('final.png'), lang='eng', config='--psm 10 --oem 3')

result = pytesseract.image_to_string(Image.open('final.png'), lang='eng', config='--psm 10 --oem 3' but it does not work

as final png is like this

the final result is "pereud" for this image,can you help on this.

Didn't work for attached image, the result was "5867" for this imagen, can you help on this?