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What is Tesseract?

Tesseract functions as an OCR engine that natively accommodates Unicode and can instantly recognize more than 100 languages. Moreover, it allows for the customization and training to expand its language recognition capabilities as required. This adaptable tool is utilized in a range of fields, such as mobile text detection, video analysis, and even the identification of spam images in Gmail. Its extensive application underscores its efficiency and versatility in various technological environments, making it a valuable asset for developers and researchers alike.

What is DeepSeek-OCR?

DeepSeek-OCR is an innovative open-source framework designed to explore Contexts Optical Compression, striving to enhance the boundaries of visual-text compression while analyzing the function of vision encoders through the perspective of LLMs. This pioneering model adeptly compresses large contexts using optical 2D mapping, with DeepEncoder serving as its core engine and DeepSeek3B-MoE-A570M acting as the decoding component. By effectively maintaining low activations even with high-resolution inputs, DeepEncoder achieves remarkable compression ratios, facilitating a manageable number of vision tokens crucial for document comprehension. The framework is specifically optimized for optical character recognition (OCR) and document parsing tasks associated with images and PDFs, offering inference capabilities through either vLLM or Transformers. Users can efficiently perform image OCR with streaming outputs, manage PDFs with high concurrency, or carry out batch evaluations for benchmarking. Furthermore, DeepSeek-OCR can convert documents into Markdown format, providing the ability to conduct OCR without being limited by layout constraints, parsing figures, offering detailed descriptions of images, and identifying referenced text within images. This broad range of features not only enhances its functionality but also positions DeepSeek-OCR as an essential resource for individuals seeking sophisticated document processing solutions, making it a highly versatile tool in various applications. Additionally, its continuous evolution promises further enhancements in user experience and performance.

Media

Media

Integrations Supported

Azure Marketplace
IRI DarkShield
Label Studio
MyQ
OculiX
PolyAnalyst
TAS Insight Engine

Integrations Supported

DeepSeek
Markdown

API Availability

API Availability

Pricing Information

Pricing not provided
Free Version

Pricing Information

Free
Free Version

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Not specified

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

Google

Date Founded

1998

Company Location

United States

Company Website

opensource.google/projects/tesseract

Company Facts

Organization Name

DeepSeek

Date Founded

2023

Company Location

China

Company Website

github.com/deepseek-ai/DeepSeek-OCR

Categories and Features

OCR

Not specified

Categories and Features

AI Models

Not specified

OCR

Not specified

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