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pdf处理
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@ -1,6 +1,7 @@
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import image_compare
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import pandas as pd
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import pdfplumber
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from image_text_ocr import ImageTextOcr
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import os
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import cv2
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@ -8,13 +9,13 @@ import cv2
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class Discern(object):
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def __init__(self):
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self.image_text_ocr = ImageTextOcr()
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self.xlsx_keys = {}
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self.xlsx_keys_list = []
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self.num = 0
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def export_excel(self, export):
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# 将字典列表转换为DataFrame
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pf = pd.DataFrame(list(export))
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pf = pd.DataFrame(list([export]))
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file_path = pd.ExcelWriter('../docs/结果.xlsx')
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# 替换空单元格
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pf.fillna(' ', inplace=True)
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@ -59,17 +60,21 @@ class Discern(object):
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with open(image_file, "wb") as f:
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f.write(img['stream'].get_data())
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def get_sign(self):
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def get_images_text(self):
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for i in range(1, self.num + 1):
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try:
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cma_flag = image_compare.run(f'../target_img/image_{i}.jpg', '../img/cma.jpg')
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cnas_flag = image_compare.run(f'../target_img/image_{i}.jpg', '../img/cnas.jpg')
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text_list = self.image_text_ocr.run(f'../target_img/image_{i}.jpg')
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except cv2.error as c:
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pass
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if cma_flag:
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self.xlsx_keys['标志'] = '国cma'
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if cnas_flag:
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self.xlsx_keys['标志'] += ',cnas中文'
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if text_list:
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self.xlsx_keys['方案编号'] = text_list[0]
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self.xlsx_keys['签发日期'] = text_list[1]
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def remove_file(self, folder_path):
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with os.scandir(folder_path) as entries:
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@ -102,9 +107,8 @@ class Discern(object):
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self.xlsx_keys['文件名'] = file_name
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self.pdf_text(file_path)
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self.pdf_images(file_path)
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self.get_sign()
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self.xlsx_keys_list.append(self.xlsx_keys)
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self.export_excel(self.xlsx_keys_list)
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self.get_images_text()
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self.export_excel(self.xlsx_keys)
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if __name__ == '__main__':
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@ -1,9 +0,0 @@
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from PIL import Image
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import pytesseract
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# 加载图像
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image = Image.open('../target_img/image_7.jpg')
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# 列出支持的语言
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print(pytesseract.get_languages(config=''))
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text = pytesseract.image_to_string(image, lang='chi_sim')
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print(text)
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41
pdf处理/program/image_text_ocr.py
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41
pdf处理/program/image_text_ocr.py
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@ -0,0 +1,41 @@
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from PIL import Image
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import pytesseract
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import platform
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class ImageTextOcr(object):
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def __init__(self):
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current_os = platform.system()
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if current_os == 'Windows':
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pytesseract.pytesseract.tesseract_cmd = r'E:\pc\tesseract-ocr\tesseract.exe'
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print("当前操作系统是 Windows")
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elif current_os == 'Linux':
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print("当前操作系统是 Ubuntu")
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else:
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print(f"当前操作系统是 {current_os}")
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def image_text_ocr(self, path):
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text_list = []
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# 加载图像
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image = Image.open(path)
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result = pytesseract.image_to_string(image, lang='chi_sim', output_type=pytesseract.Output.STRING)
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lines = result.split('\n')
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for line in lines:
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data_list = line.split(' ')
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for data in data_list:
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if '试验方案编号' in data:
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text_list.append(data_list[-1])
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if '报告完成日期' in data:
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text_list.append(data_list[-1])
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return text_list
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def run(self, path):
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text_list = self.image_text_ocr(path)
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return text_list
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if __name__ == '__main__':
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image_text_ocr = ImageTextOcr()
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text_list = image_text_ocr.run('../target_img/image_7.jpg')
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print(text_list)
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