Echo/fcb_photo_review
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现阶段布局分析可能会反优化，暂不开启

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liuyebo
2024-06-18 17:16:24 +08:00
parent 2eb35b637f
commit 2e03863fc8
3 changed files with 11 additions and 6 deletions
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3
config/photo_review.py
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@@ -12,3 +12,6 @@ SEND_ERROR_EMAIL = True
# 信息抽取批量处理大小 # 信息抽取批量处理大小
IE_BATCH_SIZE = 4 IE_BATCH_SIZE = 4
# 是否开启布局分析
LAYOUT_ANALYSIS = False

10
photo_review/__init__.py
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@@ -2,22 +2,24 @@ from paddlenlp import Taskflow
from config.keys import PATIENT_NAME, ADMISSION_DATE, DISCHARGE_DATE, MEDICAL_EXPENSES, PERSONAL_CASH_PAYMENT, \ from config.keys import PATIENT_NAME, ADMISSION_DATE, DISCHARGE_DATE, MEDICAL_EXPENSES, PERSONAL_CASH_PAYMENT, \
PERSONAL_ACCOUNT_PAYMENT, PERSONAL_FUNDED_AMOUNT, MEDICAL_INSURANCE_TYPE, HOSPITAL, DEPARTMENT, DOCTOR PERSONAL_ACCOUNT_PAYMENT, PERSONAL_FUNDED_AMOUNT, MEDICAL_INSURANCE_TYPE, HOSPITAL, DEPARTMENT, DOCTOR
from config.photo_review import IE_BATCH_SIZE from config.photo_review import IE_BATCH_SIZE, LAYOUT_ANALYSIS
# 基本医保结算单 # 基本医保结算单
settlement_list_schema = \ settlement_list_schema = \
PATIENT_NAME + ADMISSION_DATE + DISCHARGE_DATE + MEDICAL_EXPENSES + PERSONAL_CASH_PAYMENT \ PATIENT_NAME + ADMISSION_DATE + DISCHARGE_DATE + MEDICAL_EXPENSES + PERSONAL_CASH_PAYMENT \
+ PERSONAL_ACCOUNT_PAYMENT + PERSONAL_FUNDED_AMOUNT + MEDICAL_INSURANCE_TYPE + PERSONAL_ACCOUNT_PAYMENT + PERSONAL_FUNDED_AMOUNT + MEDICAL_INSURANCE_TYPE
settlement_ie = Taskflow("information_extraction", schema=settlement_list_schema, model="uie-x-base", settlement_ie = Taskflow("information_extraction", schema=settlement_list_schema, model="uie-x-base",
task_path="config/model/settlement_list_model", layout_analysis=True, batch_size=IE_BATCH_SIZE) task_path="config/model/settlement_list_model", layout_analysis=LAYOUT_ANALYSIS,
batch_size=IE_BATCH_SIZE)
# 出院记录 # 出院记录
discharge_record_schema = \ discharge_record_schema = \
HOSPITAL + DEPARTMENT + PATIENT_NAME + ADMISSION_DATE + DISCHARGE_DATE + DOCTOR HOSPITAL + DEPARTMENT + PATIENT_NAME + ADMISSION_DATE + DISCHARGE_DATE + DOCTOR
discharge_ie = Taskflow("information_extraction", schema=discharge_record_schema, model="uie-x-base", discharge_ie = Taskflow("information_extraction", schema=discharge_record_schema, model="uie-x-base",
task_path="config/model/discharge_record_model", layout_analysis=True, batch_size=IE_BATCH_SIZE) task_path="config/model/discharge_record_model", layout_analysis=LAYOUT_ANALYSIS,
batch_size=IE_BATCH_SIZE)
# 费用清单 # 费用清单
cost_list_schema = PATIENT_NAME + ADMISSION_DATE + DISCHARGE_DATE + MEDICAL_EXPENSES cost_list_schema = PATIENT_NAME + ADMISSION_DATE + DISCHARGE_DATE + MEDICAL_EXPENSES
cost_ie = Taskflow("information_extraction", schema=cost_list_schema, model="uie-x-base", cost_ie = Taskflow("information_extraction", schema=cost_list_schema, model="uie-x-base",
task_path="config/model/cost_list_model", layout_analysis=True, batch_size=IE_BATCH_SIZE) task_path="config/model/cost_list_model", layout_analysis=LAYOUT_ANALYSIS, batch_size=IE_BATCH_SIZE)

4
visual_model_test/visual_model_test.py
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@@ -44,7 +44,7 @@ def visual_model_test(model_type, test_img, task_path, schema):
write_visual_result(test_img, layout=parsed_doc["layout"]) write_visual_result(test_img, layout=parsed_doc["layout"])
else: else:
my_ie = Taskflow("information_extraction", schema=schema, model="uie-x-base", task_path=task_path, my_ie = Taskflow("information_extraction", schema=schema, model="uie-x-base", task_path=task_path,
layout_analysis=True) layout_analysis=False)
my_results = my_ie({"doc": test_img}) my_results = my_ie({"doc": test_img})
write_visual_result(test_img, result=my_results[0]) write_visual_result(test_img, result=my_results[0])
@@ -74,7 +74,7 @@ def main(model_type, pic_name=None):
schema = ["患者姓名", "入院日期", "出院日期", "费用总额", "个人现金支付", "个人账户支付", "自费金额", "医保类型"] schema = ["患者姓名", "入院日期", "出院日期", "费用总额", "个人现金支付", "个人账户支付", "自费金额", "医保类型"]
elif model_type == "discharge": elif model_type == "discharge":
task_path = "../config/model/discharge_record_model" task_path = "../config/model/discharge_record_model"
test_img_path = ucloud.get_private_url(pic_name) if pic_name else "img/PH20240428000832_1_093844_2.jpg" test_img_path = ucloud.get_private_url(pic_name) if pic_name else "img/PH20240401000003_3_001938_2.jpg"
schema = ["医院", "科室", "患者姓名", "入院日期", "出院日期", "主治医生"] schema = ["医院", "科室", "患者姓名", "入院日期", "出院日期", "主治医生"]
elif model_type == "cost": elif model_type == "cost":
task_path = "../config/model/cost_list_model" task_path = "../config/model/cost_list_model"