85 lines
2.7 KiB
Python
85 lines
2.7 KiB
Python
from paddleocr import PaddleOCR, draw_ocr
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import time
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from extractor.identitycard_extractor import IdentityCardExtractor
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# Paddleocr目前支持的多语言语种可以通过修改lang参数进行切换
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# 例如`ch`, `en`, `fr`, `german`, `korean`, `japan`
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# stat_time = time.time()
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# print("start.....")
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# # 加载图片
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# # image = cv2.imread(image_path)
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# # print(image.shape)
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# # # 旋转图片（如果高度大于宽度）
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# # height, width = image.shape[:2]
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# # if height < width:
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# # # 顺时针旋转图片90度
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# # image = cv2.rotate(image, cv2.ROTATE_90_CLOCKWISE)
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# ocr = PaddleOCR(use_angle_cls=True, lang="ch") # need to run only once to download and load model into memory
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# print("PaddleOCR end.....")
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# img_path = '/Users/wangvivi/Desktop/Code/ocrtest/images/id_card.JPG'
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# print(img_path)
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# result = ocr.ocr(img_path, cls=False)
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# print("ocr.ocr end.....")
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# text = ""
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# print(f"len(result): {len(result)}")
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# for idx in range(len(result)):
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# res = result[idx]
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# for line in res:
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# #tempText = (line[1][0])
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# # tempText = tempText.replace("\n", "")
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# # tempText = tempText.replace(" ", "")
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# text += (line[1][0] + '\n')
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# print(text)
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#text = ""
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# for idx in range(len(result)):
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# res = result[idx]
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# for line in res:
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# print(line[0][1][0])
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#text =+ '/n'.join(line)
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# if result:
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# ocr_texts = result[0][0][1][0]
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# end_time = time.time()
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# print(end_time - stat_time)
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# 显示结果
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# 如果本地没有simfang.ttf，可以在doc/fonts目录下下载
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# from PIL import Image
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# result = result[0]
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# image = Image.open(img_path).convert('RGB')
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# boxes = [line[0] for line in result]
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# txts = [line[1][0] for line in result]
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# scores = [line[1][1] for line in result]
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# im_show = draw_ocr(image, boxes, txts, scores, font_path='doc/fonts/simfang.ttf')
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# im_show = Image.fromarray(im_show)
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# im_show.save('result.jpg')
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def ocrIdCardInfo(type:int, filePath1: str, filePath2: str)->str:
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ocr = PaddleOCR(use_angle_cls=True, lang="ch") # need to run only once to download and load model into memory
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print("PaddleOCR end.....")
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img_path = '/Users/wangvivi/Desktop/Code/ocrtest/images/id_card.JPG'
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print(img_path)
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result = ocr.ocr(img_path, cls=False)
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print("ocr.ocr end.....")
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text = ""
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print(f"len(result): {len(result)}")
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for idx in range(len(result)):
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res = result[idx]
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for line in res:
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text += (line[1][0] + '\n')
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# extractor = IdentityCardExtractor()
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# jsonString = extractor.extract_text(text)
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return jsonString
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jsonString = ocrIdCardInfo("/Users/wangvivi/Desktop/Code/ocrtest/images/id_card.JPG","/Users/wangvivi/Desktop/Code/ocrtest/images/id_card.JPG")
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print(jsonString) |