ComponentDevelopment/OCRPython/backup/IDRecognition

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2024-04-22 10:02:06 +08:00
from paddleocr import PaddleOCR, draw_ocr
import time
from extractor.identitycard_extractor import IdentityCardExtractor
# Paddleocr目前支持的多语言语种可以通过修改lang参数进行切换
# 例如`ch`, `en`, `fr`, `german`, `korean`, `japan`
stat_time = time.time()
ocr = PaddleOCR(use_angle_cls=True, lang="ch") # need to run only once to download and load model into memory
img_path = 'D:\project\python\OCR\images\id_card.JPG'
result = ocr.ocr(img_path, cls=True)
for idx in range(len(result)):
res = result[idx]
for line in res:
print(line)
end_time = time.time()
print(end_time - stat_time)
# 显示结果
# 如果本地没有simfang.ttf可以在doc/fonts目录下下载
from PIL import Image
result = result[0]
image = Image.open(img_path).convert('RGB')
boxes = [line[0] for line in result]
txts = [line[1][0] for line in result]
scores = [line[1][1] for line in result]
im_show = draw_ocr(image, boxes, txts, scores, font_path='doc/fonts/simfang.ttf')
im_show = Image.fromarray(im_show)
im_show.save('result.jpg')