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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.

What is ByteScout Text Recognition SDK?

Text recognition refers to the process of identifying and converting images or documents, such as PDFs, that contain typed or printed text into a digital format that computers can interpret, primarily through Optical Character Recognition (OCR) techniques bolstered by Machine Learning and Artificial Intelligence. This innovative technology simplifies traditionally laborious tasks like extracting information from various documents, including driver's licenses, passports, invoices, and bank statements. Users can specify particular rectangular sections of an image for analysis, allowing for adjustments like rotating and flipping the image as necessary. By merging cutting-edge technologies with user-friendly tools available on our website, we strive to provide SDKs that cater to your unique needs. Furthermore, for those seeking a more in-depth exploration, our extensive tutorials, source codes, and documentation offer valuable insights into the mechanics of our solutions. We firmly believe that equipping users with knowledge is just as important as supplying the necessary tools, fostering a well-rounded understanding of the capabilities at their disposal. Ultimately, our goal is to enhance user experience and empower individuals to maximize the full potential of text recognition technology.

Media

Media

Integrations Supported

DeepSeek
Markdown

Integrations Supported

API Availability

API Availability

Has API

Pricing Information

Free
Free Version

Pricing Information

Pricing not provided
Free Trial Offered?

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

DeepSeek

Date Founded

2023

Company Location

China

Company Website

github.com/deepseek-ai/DeepSeek-OCR

Company Facts

Organization Name

ByteScout

Date Founded

2006

Company Location

United States

Company Website

www.bytescout.com

Categories and Features

AI Models

Not specified

OCR

Not specified

Categories and Features

OCR

Batch Processing
Image Pre-processing
Multiple Output Formats
Zone Selection Tool

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