从图像中提取特定文本关联值

Question

我有一张图片，我想从图片中提取键值对的详细信息。

例如，我想提取 "MASTER-AIRWAYBILL NO:"

的值

我写过使用 python opencv 和 OCR 从图像中提取整个文本，但我不知道如何从整个结果中仅提取 "MASTER-AIRWAYBILL NO:" 的值图片的文字。

请查找代码：

import cv2
import numpy as np
import pytesseract
from PIL import Image
print ("Hello")
src_path = "C:\Users\Venkatraman.R\Desktop\alpha_bill.jpg"
pytesseract.pytesseract.tesseract_cmd = r"C:\Program Files (x86)\Tesseract-OCR\tesseract.exe"


print (src_path)


# Read image with opencv
img = cv2.imread(src_path)

# Convert to gray
img = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)

# Apply dilation and erosion to remove some noise
kernel = np.ones((1, 1), np.uint8)
img = cv2.dilate(img, kernel, iterations=1)
img = cv2.erode(img, kernel, iterations=1)

# Write image after removed noise
cv2.imwrite(src_path + "removed_noise.png", img)

#  Apply threshold to get image with only black and white
#img = cv2.adaptiveThreshold(img, 255, cv2.ADAPTIVE_THRESH_GAUSSIAN_C, cv2.THRESH_BINARY, 31, 2)

# Write the image after apply opencv to do some ...
cv2.imwrite(src_path + "thres.png", img)

# Recognize text with tesseract for python
result = pytesseract.image_to_string(Image.open(src_path + "thres.png"))


# Remove template file
#os.remove(temp)


print ('--- Start recognize text from image ---')
print (result)

所以输出应该是这样的：

MASTER-AIRWAYBILL NO: 157-46637194

Answer 1

您可以使用 pytesseract image_to_string() and a regex 来提取所需的文本，即：

from PIL import Image
import pytesseract, re
f = "ocr.jpg"
t = pytesseract.image_to_string(Image.open(f))
m = re.findall(r"MASTER-AIRWAYBILL NO: [\d—-]+", t)
if m:
    print(m[0])

输出：

MASTER-AIRWAYBILL NO: 157—46637194

Answer 2

我正在使用 python 2.7，我也想从图像中找到供应商名称我应该怎么找？

m = re.findall(r"MASTER-AIRWAYBILL NO: [\d—-]+", t) 对于上面的行，它显示错误

如果我使用 m=re.findall(r'Vendor Name:[\d--]+', t) 那么它也会显示错误

Answer 3

你可以在安装tesseract后试试这个

from PIL import Image
import pytesseract, re
pytesseract.pytesseract.tesseract_cmd = r"C:\Program Files\Tesseract-OCR\tesseract.exe"
t = pytesseract.image_to_string(Image.open("path"))
m = re.findall(r"Invoice No. [\d—-]+", t)
if m:
    print(m[0])

从图像中提取特定文本关联值

Extracting particular text associated value from an image

python

ocr

opencv