Printed text and handwriting extraction
Reads printed content and handwriting from scanned documents.
Amazon Textract
Freemium
Amazon Textract is an AWS machine learning service that uses optical character recognition to extract printed text, handwriting, layout elements, and data from scanned documents. It helps teams automate document processing for PDFs, images, forms, tables, invoices, receipts, and similar business records.
什么是 Amazon Textract？
Amazon Textract is a machine learning service for extracting information from scanned documents. It goes beyond basic optical character recognition by identifying printed text, handwriting, layout elements, tables, forms, and other document data. The service is intended to replace manual transcription or OCR workflows that require repeated configuration when document layouts change.
Textract supports document-processing workflows in which organizations extract information from PDFs and images, then use the resulting data for operational tasks such as loan processing, invoice handling, insurance claims, and government-form processing. AWS describes both pretrained and custom features, allowing document automation to be adapted to business-specific processing needs.
Amazon Textract 能做什么？
Layout-aware document analysis
Extracts layout elements and preserves information in the context in which it appears.
Forms and table processing
Identifies and extracts data from forms and tables rather than treating a document as unstructured text only.
Pretrained and custom features
Provides pretrained capabilities and customization options for document-processing requirements specific to a business.
Automated document processing
Reduces manual extraction work for PDFs, images, and other scanned documents.
Scalable processing
Supports document-processing pipelines that can scale up or down as workload demand changes.
使用场景
“Loan and mortgage applications”
Extract applicant names, mortgage rates, and other information from financial forms to support application processing.
“Invoices and receipts”
Automate the extraction of business data from invoices and receipts for downstream financial workflows.
“Healthcare administration”
Extract patient information from intake forms, insurance claims, and pre-authorization forms while keeping data associated with its original document context.
“Public-sector forms”
Process data from small-business loan forms, federal tax forms, and business applications.
常见问题
What does Amazon Textract extract?
It extracts printed text, handwriting, layout elements, and data from scanned documents. AWS specifically describes support for PDFs, images, forms, tables, invoices, and receipts.
Is Amazon Textract only a basic OCR tool?
No. AWS positions Textract as going beyond simple OCR by identifying, understanding, and extracting specific data and document structures such as forms and tables.
Can Textract be customized for a business?
AWS states that Textract includes pretrained and custom features, allowing organizations to adapt document processing to business-specific needs.
What does Amazon Textract cost?
The supplied AWS pricing information describes AWS services generally as pay-as-you-go, with customers paying for the services they consume. It does not provide Textract-specific rates, billing units, or free-tier limits.
快速信息
- Category
- Machine learning document processing
- Primary function
- OCR and structured data extraction
- Document types mentioned
- Scanned PDFs, images, forms, tables, invoices, and receipts
- Text types
- Printed text and handwriting
- Customization
- Pretrained and custom features are available
- Platform
- AWS
Amazon Textract 替代品
LlamaParse
www.llamaindex.ai
LlamaParse is an AI document parsing platform that converts complex PDFs, office files, spreadsheets, images, and other documents into structured, AI-ready data. It is designed for developers and enterprise teams building retrieval, extraction, and document automation workflows.
Handwriting OCR
handwritingocr.com
将手写照片、扫描件和 PDF 转换为可编辑文本。
Doc2X
noedgeai.com
用于 PDF 和图像的 AI 文档处理，支持可编辑导出、翻译和 API 批量处理
Docsumo
www.docsumo.com
Docsumo is an intelligent document processing platform for lending, insurance, healthcare, finance, and eligibility workflows. It collects, classifies, extracts, verifies, and analyzes document data, then routes exceptions and sends structured results to business systems.
Redactable
redactable.com
AI 驱动的文档脱敏工具，自动处理 PDF、图片和扫描件中的敏感信息
Veryfi
veryfi.com
通过 API、SDK 和智能代理将收据、发票等文档转换为结构化数据