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Amazon Sagemaker

Amazon SageMaker is a fully-managed platform that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale. With Amazon SageMaker, all the barriers and complexity that typically slow down developers who want to use machine learning are removed. The service includes models that can be used together or independently to build, train, and deploy your machine learning models.

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Upstage Document OCR

Latest Version:
2.2.1-2
Extract all text from any document

    Product Overview

    Upstage Document OCR (Optical Character Recognition) is designed to efficiently detect and recognize text from a wide range of document images, ensuring high accuracy and versatility across various languages and image qualities.

    Key Data

    Version
    Show other versions
    Categories
    Type
    Model Package
    Fulfillment Methods
    Amazon SageMaker

    Highlights

    • Key Features

      • Word-Level Coordinate/Transcription Results: Provides word-level bounding box and transcription for easy text processing.
      • Robustness on Rotated Documents: Accurately detects and corrects text orientation in rotated documents.
      • Multilingual Text Detection: Recognizes texts in multiple languages, including English and CJK (Chinese, Japanese, and Korean).
      • Confidence Scores: Outputs word-level confidence scores to assess reliability of extracted text and determine the need for further verification.
    • Key Applications

      • Automated Data Entry: Converts printed or handwritten documents into digital text, streamlining data entry and reducing manual effort.
      • Archival and Digitization: Digitizes documents, books, and records, preserving information and making it searchable and accessible.
      • Multilingual Document Processing: Handles documents in English and CJK (Chinese, Japanese, Korean), enabling effective international document processing.
    • Key Tasks

      • Text Extraction
      • Document Digitization
      • Multilingual Document Handling
      • Automated Data Entry
      • Information Retrieval

    Not quite sure what you’re looking for? AWS Marketplace can help you find the right solution for your use case. Contact us

    Pricing Information

    Use this tool to estimate the software and infrastructure costs based your configuration choices. Your usage and costs might be different from this estimate. They will be reflected on your monthly AWS billing reports.

    Contact us to request contract pricing for this product.


    Estimating your costs

    Choose your region and launch option to see the pricing details. Then, modify the estimated price by choosing different instance types.

    Version
    Region

    Software Pricing

    Model Realtime Inference$1.50/hr

    running on ml.g5.xlarge

    Model Batch Transform$0.00/hr

    running on ml.m5.12xlarge

    Infrastructure Pricing

    With Amazon SageMaker, you pay only for what you use. Training and inference is billed by the second, with no minimum fees and no upfront commitments. Pricing within Amazon SageMaker is broken down by on-demand ML instances, ML storage, and fees for data processing in notebooks and inference instances.
    Learn more about SageMaker pricing

    SageMaker Realtime Inference$1.408/host/hr

    running on ml.g5.xlarge

    SageMaker Batch Transform$2.765/host/hr

    running on ml.m5.12xlarge

    Model Realtime Inference

    For model deployment as Real-time endpoint in Amazon SageMaker, the software is priced based on hourly pricing that can vary by instance type. Additional infrastructure cost, taxes or fees may apply.
    InstanceType
    Realtime Inference/hr
    ml.p3.2xlarge
    $1.50
    ml.g6.2xlarge
    $1.50
    ml.g5.xlarge
    Vendor Recommended
    $1.50
    ml.g5.2xlarge
    $1.50
    ml.g4dn.xlarge
    $1.50
    ml.g6.xlarge
    $1.50

    Usage Information

    Model input and output details

    Input

    Summary

    Provide an image file in binary format to the request body.

    Input MIME type
    image/jpeg, image/png, image/bmp
    Sample input data

    Output

    Summary

    https://developers.upstage.ai/docs/apis/document-ocr#response For detailed schema information, please click the 'Expand all output descriptions' button.

    Output MIME type
    application/json
    Sample output data

    Additional Resources

    End User License Agreement

    By subscribing to this product you agree to terms and conditions outlined in the product End user License Agreement (EULA)

    Support Information

    AWS Infrastructure

    AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.

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    Refund Policy

    We do not support any refunds currently.

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