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| from cnocr import CnOcr | |
| import pandas as pd | |
| import checkTool | |
| def model1(path): | |
| ocr = CnOcr(rec_model_name='en_PP-OCRv3') | |
| # ocr = CnOcr(rec_model_name='densenet_lite_136-fc') | |
| out = ocr.ocr(path) | |
| #print(out) | |
| name = '' | |
| scanned_number = len(out) | |
| hkid = out[scanned_number-1]['text'] | |
| issuedate = '' | |
| for data in out: | |
| text = data['text'] | |
| score = data['score'] | |
| position = data['position'] | |
| if not checkTool.check_integer(text): | |
| if checkTool.check_alpha(text) and checkTool.is_chinese_name(text): | |
| name = checkTool.seperate_name(text) | |
| # check if the data is issuedate | |
| if checkTool.check_issuedate(text): | |
| issuedate = checkTool.format_issuedate(text) | |
| if checkTool.validate_hkid(hkid=hkid): | |
| valid_hkid = 'True' | |
| hkid = checkTool.format_HKID(out[scanned_number-1]['text']) | |
| else: | |
| valid_hkid = 'False' | |
| # checkTool.print_info(name, hkid, valid_hkid, issuedate) | |
| return [name, valid_hkid, hkid, issuedate] | |
| # example for testing | |
| # info = model1('IMG_4495.jpg') | |
| # print(info) | |
| # checkTool.print_info(*info) |