document-understanding
latest
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Document Understanding classic user guide
- Overview
- Getting started
- Activities
- Insights dashboards
- Document Understanding Process
- Quickstart tutorials
- Framework components
- Model Details
- Overview
- Document Understanding - ML package
- DocumentClassifier - ML package
- ML packages with OCR capabilities
- 1040 - ML package
- 1040 Schedule C - ML package
- 1040 Schedule D - ML package
- 1040 Schedule E - ML package
- 1040x - ML package
- 3949a - ML package
- 4506T - ML package
- 709 - ML package
- 941x - ML package
- 9465 - ML package
- ACORD125 - ML package
- ACORD126 - ML package
- ACORD131 - ML package
- ACORD140 - ML package
- ACORD25 - ML package
- Bank Statements - ML package
- Bills Of Lading - ML package
- Certificate of Incorporation - ML package
- Certificate of Origin - ML package
- Checks - ML package
- Children Product Certificate - ML package
- CMS 1500 - ML package
- EU Declaration of Conformity - ML package
- Financial Statements - ML package
- FM1003 - ML package
- I9 - ML package
- ID Cards - ML package
- Invoices - ML package
- Invoices Australia - ML package
- Invoices China - ML package
- Invoices Hebrew - ML package
- Invoices India - ML package
- Invoices Japan - ML package
- Invoices Shipping - ML package
- Packing Lists - ML package
- Payslips - ML package
- Passports - ML package
- Purchase Orders - ML package
- Receipts - ML package
- Remittance Advices - ML package
- UB04 - ML package
- Utility Bills - ML package
- Vehicle Titles - ML package
- W2 - ML package
- W9 - ML package
- Other Out-of-the-box ML Packages
- Public endpoints
- Traffic limitations
- OCR Configuration
- Pipelines
- OCR services
- Supported languages
- Deep Learning
- Data and security
- Licensing and Charging Logic
Capabilities of the Utility Bills ML package, a pre-trained model that extracts up to 22 fields and six line items from electricity, water, gas, and other utility billing statements.
Overview
A Utility Bill is a monthly statement of the amount a household or business owes for essential services such as electricity, water, gas, sewage, trash, recycling, TV, Internet, or phone.
This Document UnderstandingTM skill is trained to extract up to 22 fields and six items from such type of documents.
Particularities
The model automatically detects data such as:
- Billing Name, Billing Address, Vendor Name, Vendor Address;
- Invoice Number, Due Date, Invoice Date, Payment Terms;
- Service From Date, Service To Date, Payments Received, Balance Forward, Current Charges, Late Payment Fees;
- Meter Usage, Meter ID.
Samples
Here are some samples of utility bills: