开箱即用的预训练 ML 包

我们提供一组预训练的机器学习提取功能（如下所列），以及从这些预训练提取程序之一开始或从头开始训练自定义提取程序的功能。

We provide a range of pre-trained out-of-the-box models that can process common document types. These models are available as public endpoints, such as https://du.uipath.com/invoices, which can be consumed by activities right away without any model training. Custom trained extractors are trained in Document Understanding in Automation Cloud^TM by using the One Click Extraction feature.

These models can be integrated into automations in the following ways:

• In classic RPA workflows in Studio Desktop using the IntelligentOCR.Activities, the OCR.Activities, and the DocumentUnderstanding.ML.Activities packages.
• In cross-platform, RPA workflows in Studio Desktop or Studio Web using the DocumentUnderstanding.Activities package.
• By calling the Document Understanding REST APIsDocument Understanding REST APIs.

预训练提取程序

注意：有关为每种文档类型提取的字段的完整列表，请查看《开箱即用模型详细信息》文件。

表 1. 预训练提取程序

文档类型	业务线	公共端点 URL
1040 美国所得税表	税	https://du.uipath.com/ie/1040
1040 附表 C 预览	税	https://du.uipath.com/ie/1040_schedule_c
1040 附表 D 预览	税	https://du.uipath.com/ie/1040_schedule_d
1040 附表 E 预览	税	https://du.uipath.com/ie/1040_schedule_e
4506-T 纳税申报表副本请求	人力资源员工入职、税务	https://du.uipath.com/ie/4506t
990 免税组织的申报表 - 预览	税	https://du.uipath.com/ie/990
ACORD 25 责任保险证书	保险应用程序	https://du.uipath.com/ie/acord25
ACORD 125 商业保险申请	保险应用程序	https://du.uipath.com/ie/acord125
ACORD 126 商业一般责任保险部分表格	保险应用程序	https://du.uipath.com/ie/acord126
ACORD 131 保护伞/超额保险部分表格	保险应用程序	https://du.uipath.com/ie/acord131
ACORD 140 财产保险部分表格	保险应用程序	https://du.uipath.com/ie/acord140
银行对账单	了解客户、贷款、银行业务	https://du.uipath.com/ie/bank_statements
提单	运输、供应链	https://du.uipath.com/ie/bills_of_lading
公司注册证书/良好声誉证明书	供应链、了解客户、零售	https://du.uipath.com/ie/certificates_incorporation
原产地证书	供应链、零售	https://du.uipath.com/ie/certificates_origin
检查	银行业务	https://du.uipath.com/ie/checks
儿童产品证书	供应链、零售	https://du.uipath.com/ie/children_product_certificates
CMS 1500 健康保险索赔表	保险、理赔处理、医疗保健	https://du.uipath.com/ie/cms1500
欧盟符合性声明	供应链、零售	https://du.uipath.com/ie/eu_declaration_conformity
财务报表	财务、银行业务、了解客户	https://du.uipath.com/ie/financial_statements
FM 1003 统一住宅贷款申请表 - 预览	贷款、银行业	https://du.uipath.com/ie/fm1003
I9 就业资格验证表	人力资源员工入职	https://du.uipath.com/ie/i9
身份证和驾驶证	了解客户、公共部门	https://du.uipath.com/ie/id_cards
发票	应付账款、订单到现金、财务	https://du.uipath.com/ie/invoices
中国发票	应付账款、订单到现金、财务	https://du.uipath.com/ie/invoices_china
印度发票	应付账款、订单到现金、财务	https://du.uipath.com/ie/invoices_india
日本发票	应付账款、订单到现金、财务	https://du.uipath.com/ie/invoices_japan
发货发票	应付账款、订单到现金、财务、运输、供应链	https://du.uipath.com/ie/invoices_shipping
装箱单	运输、供应链	https://du.uipath.com/ie/packing_lists
护照	了解客户	https://du.uipath.com/ie/passports
工资单	薪资、人力资源	https://du.uipath.com/ie/pay_slips
订单	订单到现金、财务、应收账款	https://du.uipath.com/ie/purchase_orders
收据	费用	https://du.uipath.com/ie/receipts
汇款通知书	订单到现金、财务、应收账款	https://du.uipath.com/ie/remittance_advices
UB04 预览	保险、理赔处理、医疗保健	https://du.uipath.com/ie/ub04
水电费	了解客户、资产管理	https://du.uipath.com/ie/utility_bills
车辆所有权证明	公共部门、贷款、财务	https://du.uipath.com/ie/vehicle_titles
W2 工资和税务报表	税务、贷款、了解客户	https://du.uipath.com/ie/w2
W9 纳税人识别号和认证请求	人力资源、员工入职	https://du.uipath.com/ie/w9