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Tesseract VS Amazon Textract

Compare Tesseract VS Amazon Textract and see what are their differences

Tesseract logo Tesseract

Tesseract is an optical character recognition engine for various operating systems

Amazon Textract logo Amazon Textract

Easily extract text and data from virtually any document using Amazon Textract. Textract goes beyond simple optical character recognition (OCR) to also identify the contents of fields in forms and information stored in tables.
  • Tesseract Landing page
    Landing page //
    2023-09-21
  • Amazon Textract Landing page
    Landing page //
    2023-04-13

Tesseract features and specs

  • Open Source
    Tesseract is free and open-source, allowing developers to use, modify, and distribute the code without any cost. This makes it accessible for individual projects and startup companies.
  • Multiple Language Support
    Tesseract supports a wide range of languages, including those with complex scripts. This makes it versatile for applications in different linguistic contexts.
  • Active Community
    The project has an active community and is well-maintained on GitHub, which means regular updates, bug fixes, and community support are available.
  • High Accuracy
    When properly configured and used with high-quality images, Tesseract can provide highly accurate OCR results.
  • Extensible
    Tesseract can be integrated with other tools and frameworks, such as image pre-processing libraries, to enhance its functionality and improve OCR results.

Possible disadvantages of Tesseract

  • Complex Setup
    Setting up Tesseract can be complex for beginners. It may require additional dependencies and configuration to perform optimally.
  • Performance
    Tesseract is not the fastest OCR engine available. For applications requiring real-time processing, its performance may be a bottleneck.
  • Image Quality Dependency
    Tesseract's accuracy heavily depends on the quality of the input image. Low-quality images or those with significant noise can lead to poor OCR results.
  • Limited Handwriting Recognition
    Tesseract primarily excels at printed text recognition and offers limited capabilities for handwritten text.
  • Resource Intensive
    Running Tesseract requires significant computational resources, which might be a limitation for mobile or low-power devices.

Amazon Textract features and specs

  • Accurate Data Extraction
    Amazon Textract uses machine learning and OCR technologies to provide high accuracy in extracting text and structured data from various document formats.
  • Supports Multiple Formats
    Textract can handle different document types, including PDFs, scanned images, and more, making it versatile for various use cases.
  • Ease of Integration
    Amazon Textract offers APIs that are easy to integrate with other AWS services and external applications, enhancing its usability.
  • Security and Compliance
    Being part of AWS, Textract adheres to robust security and compliance standards, ensuring data protection and privacy.
  • Scalability
    Textract is highly scalable and can process large volumes of documents efficiently, catering to both small businesses and large enterprises.

Possible disadvantages of Amazon Textract

  • Cost
    Amazon Textract can become expensive as the volume of document processing increases, which may be a concern for small businesses with limited budgets.
  • Complexity of Setup
    Though integration is straightforward, initial setup and configuration can be complex, requiring familiarity with AWS services and APIs.
  • Limited Advanced Features
    Textract may lack some advanced features and customization options that are available in more specialized OCR alternatives.
  • Dependency on AWS Ecosystem
    Exclusive reliance on AWS services can be a drawback for organizations that utilize a multi-cloud or hybrid cloud strategy.
  • Quality of Original Documents
    Textract’s accuracy largely depends on the quality of the original documents. Poor quality scans or heavily damaged documents may yield less accurate results.

Tesseract videos

Tesseract – Sonder | Album Review | Rocked

More videos:

  • Review - TesseracT - POLARIS Album Review

Amazon Textract videos

Amazon Textract: First Look

More videos:

  • Review - AWS re:Invent 2018 – Announcing Amazon Textract
  • Review - Introducing Amazon Textract: Now in Preview

Category Popularity

0-100% (relative to Tesseract and Amazon Textract)
OCR
52 52%
48% 48
Image Recognition
60 60%
40% 40
OCR API
0 0%
100% 100
PDF Tools
100 100%
0% 0

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Tesseract and Amazon Textract

Tesseract Reviews

7 Best OCR Software of 2022 (Free and PAID)
Tesseract is the best free OCR converter for various operating systems. It is free software released under the Apache License. Tesseract is considered one of the most accurate OCR engines currently available.
The best alternatives to Abbyy FineReader
Top five alternatives to Abbyy FineReader PDF1. Klippa DocHorizonPros of Klippa DocHorizonConsKlippa DocHorizon is used in industries such asKlippa DocHorizon offers you data extraction for multiple file types such asPricing2. VeryfiPros of VeryfiConsVeryfi is used in industries such asVeryfi’s OCR software offers data extraction for multiple file types such asPricing3....
Source: www.klippa.com

Amazon Textract Reviews

2019 Examples to Compare OCR Services: Amazon Textract/Rekognition vs Google Vision vs Microsoft Cognitive Services
Pricing: Amazon Rekognition, Amazon Textract, Google, Microsoft. We don't really care which one you use, but Microsoft did best by our sample data. Textract was a very close second if you only need its headline feature: extracting text from digital documents. If someone wants to email bill -at- amplenote.com with comparable data for other images/services, I can try to...

Social recommendations and mentions

Based on our record, Tesseract should be more popular than Amazon Textract. It has been mentiond 79 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Tesseract mentions (79)

  • Mistral OCR
    Https://www.home-assistant.io/integrations/seven_segments/ https://www.unix-ag.uni-kl.de/~auerswal/ssocr/ https://github.com/tesseract-ocr/tesseract https://www.google.com/search?q=home+assistant+ocr+integration https://www.google.com/search?q=esphome+ocr+sensor https://hackaday.com/2021/02/07/an-esp-will-read-your-meter-for-you/ ...start digging around and you'll likely find something. HA has integrations which... - Source: Hacker News / about 2 months ago
  • OCR4all
    „OCR4all combines various open-source solutions to provide a fully automated workflow for automatic text recognition of historical printed (OCR) and handwritten (HTR) material.“ It seems to be based on OCR-D, which itself is based on - https://github.com/tesseract-ocr/tesseract - https://github.com/ocropus-archive/DUP-ocropy See - https://ocr-d.de/en/models. - Source: Hacker News / 3 months ago
  • OCR Solutions Uncovered: How to Choose the Best for Different Use Cases
    Custom Integration: Developers and businesses needing flexibility for custom integration into applications and projects should consider open-source solutions like Tesseract OCR or API-based services like API4AI OCR. These options provide APIs for seamless integration into existing software systems. - Source: dev.to / 9 months ago
  • Mastering Text Extraction from Multi-Page PDFs Using OCR API: A Step-by-Step Guide
    Tesseract OCR is an open-source OCR engine created by Google, known for its accuracy and wide language support. It is particularly favored by developers for its flexibility and the absence of licensing fees, allowing it to be integrated into various applications. However, it demands more effort to set up and utilize compared to cloud-based OCR services. - Source: dev.to / 10 months ago
  • Ask HN: How to OCR a PDF and preserve whitespace?
    Many of the OCR services are based on the free, open-source Tesseract OCR, but don’t expose all of the options. If you’re handy with shell scripts or Python, you can probably get better performance by hand-tuning options for your particular images. For example, if I recall there are page segmentation options to tell Tesseract to expect multi-column text. That alone might get you better performance than the... - Source: Hacker News / 11 months ago
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Amazon Textract mentions (37)

  • From PartyRock to Bedrock: AI-Powered Automation at Work
    We were a little concerned that working with documents and Bedrock was going to mean a bunch of effort by using Texttract. I was glad we were proven wrong. I was able to build a quick proof of concept using the Bedrock API in 10 - 15 minutes. - Source: dev.to / 3 months ago
  • Mastering Text Extraction from Multi-Page PDFs Using OCR API: A Step-by-Step Guide
    Amazon Textract is an OCR service provided by Amazon Web Services (AWS), specifically designed to extract text and data from scanned documents and images. It not only recognizes text but also comprehends the document's structure, including tables and forms. This capability makes it especially valuable for applications requiring detailed data extraction, such as invoice processing and form digitization. - Source: dev.to / 10 months ago
  • Ask HN: How to OCR a PDF and preserve whitespace?
    Did you try textract? https://aws.amazon.com/textract/ In my experience it works amazingly well with columns / tabulated content. - Source: Hacker News / 11 months ago
  • Classifying and Extracting Data using Amazon Textract
    Amazon Textract has an Analyze Lending API for evaluating and categorizing the documents contained in mortgage loan application packages, as well as extracting the data they contain. The new API can assist in processing applications quicker and with minimal errors, therefore improving the end-customer experience and lowering operational costs. - Source: dev.to / over 1 year ago
  • Ask HN: OCR for 100 year old (German) handwritten cursive script?
    You could try something like https://aws.amazon.com/textract/ or https://cloud.google.com/vision/docs/handwriting. Both have support for modern handwriting. I don't know if it will work with a script written a century ago though. - Source: Hacker News / over 1 year ago
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What are some alternatives?

When comparing Tesseract and Amazon Textract, you can also consider the following products

ABBYY FineReader - ABBYY's latest PDF editor software, FineReader 16 you can easily convert files like PDF to Excel, PDF to Word, edit, share, collaborate & more with this PDF editor!

DocParser - Extract data from PDF files & automate your workflow with our reliable document parsing software. Convert PDF files to Excel, JSON or update apps with webhooks.

Onlineocr.net - Free Online OCR service allows you to convert PDF document to MS Word file, scanned images to editable text formats and extract text from JPEG/TIFF/BMP files

Nanonets OCR - Intelligent text extraction using OCR and deep learning

GImageReader - gImageReader is a simple Gtk/Qt front-end to the Tesseract OCR Engine.

Pen to Print - Pen to Print: Convert handwriting to text created and published by Serendi LTD.