import cv2
import imutils
import numpy as np
import pytesseract
pytesseract.pytesseract.tesseract_cmd = r’C:\Program Files\Tesseract-OCR\tesseract.exe’
img = cv2.imread(‘skoda1.jpg’, cv2.IMREAD_COLOR)
img = cv2.resize(img, (600, 400))
gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
gray = cv2.bilateralFilter(gray, 13, 15, 15)
edged = cv2.Canny(gray, 30, 200)
contours = cv2.findContours(edged.copy(), cv2.RETR_TREE, cv2.CHAIN_APPROX_SIMPLE)
contours = imutils.grab_contours(contours)
contours = sorted(contours, key=cv2.contourArea, reverse=True)[:10]
screenCnt = None
for c in contours:
peri = cv2.arcLength(c, True)
approx = cv2.approxPolyDP(c, 0.018 * peri, True)
if len(approx) == 4:
screenCnt = approx
break
if screenCnt is None:
detected = 0
print(“No contour detected”)
else:
detected = 1
if detected == 1:
cv2.drawContours(img, [screenCnt], -1, (0, 0, 255), 3)
mask = np.zeros(gray.shape, np.uint8)
new_image = cv2.drawContours(mask, [screenCnt], 0, 255, -1, )
new_image = cv2.bitwise_and(img, img, mask=mask)
(x, y) = np.where(mask == 255)
(topx, topy) = (np.min(x), np.min(y))
(bottomx, bottomy) = (np.max(x), np.max(y))
Cropped = gray[topx:bottomx + 1, topy:bottomy + 1]
text = pytesseract.image_to_string(Cropped, config=’–psm 11’)
print(“programming_fever’s License Plate Recognition\n”)
print(“Detected license plate Number is:”, text)
img = cv2.resize(img, (500, 300))
Cropped = cv2.resize(Cropped, (400, 200))
cv2.imshow(‘car’, img)
cv2.imshow(‘Cropped’, Cropped)
cv2.waitKey(0)
cv2.destroyAllWindows()
i get this error:
File “C:\Users\abdul\PycharmProjects\ALPR\main.py”, line 39, in
new_image = cv2.drawContours(mask, [screenCnt], 0, 255, -1, )
cv2.error: OpenCV(4.5.1) C:\Users\appveyor\AppData\Local\Temp\1\pip-req-build-wvn_it83\opencv\modules\imgproc\src\drawing.cpp:2598: error: (-215:Assertion failed) reader.ptr != NULL in function ‘cvDrawContours’