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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 Azure AI Document Intelligence?

AI Document Intelligence represents an innovative service that employs advanced machine learning methods to automatically and accurately pull text, key-value pairs, tables, and structured formats from a variety of documents. This advanced technology converts documents into usable data, enabling users to concentrate more on leveraging the insights rather than the monotonous job of gathering information. Users have the option to start with pre-existing models or develop personalized models tailored for their specific document categories, which can be accessed both on-premises and through the cloud via the AI Document Intelligence studio or SDK. Uncover how you can improve your business operations by integrating AI Document Intelligence for automated text extraction through an engaging webinar that features practical demonstrations of vital applications like document processing, knowledge mining, and customizing AI models for unique industry requirements. Attendees will witness the impressive ability to precisely extract text, key-value pairs, and tabular data from a diverse range of documents, such as forms, receipts, invoices, and different types of cards, all without requiring manual classification based on document type, intricate coding, or continuous maintenance. By utilizing the robust custom forms, prebuilt models, and layout APIs provided by AI Document Intelligence, organizations can enhance their information extraction workflows and realize significant improvements in operational efficiency. Additionally, this technology empowers businesses to remain agile and responsive in an increasingly data-driven environment.

Media

Media

Integrations Supported

DeepSeek
Markdown

Integrations Supported

Azure AI Services
Azure Container Instances
Azure Kubernetes Service (AKS)
Azure Local
Azure Marketplace
Crestwood Cloud
Grooper
Kubernetes
Microsoft Azure
PromptX
Qualio
Rayven
TRam Studio

API Availability

API Availability

Has API

Pricing Information

Free
Free Version

Pricing Information

$1.50 per 1,000 pages
Free Trial Offered?

Supported Platforms

SaaS

Supported Platforms

SaaS
On-Prem

Customer Service / Support

Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub
Webinars
Online Training

Company Facts

Organization Name

DeepSeek

Date Founded

2023

Company Location

China

Company Website

github.com/deepseek-ai/DeepSeek-OCR

Company Facts

Organization Name

Microsoft

Date Founded

1975

Company Location

United States

Company Website

azure.microsoft.com/en-us/products/ai-services/ai-document-intelligence/

Categories and Features

AI Models

Not specified

OCR

Not specified

Categories and Features

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