Average Ratings 0 Ratings
Average Ratings 0 Ratings
Description
DeepSeek-OCR is an open-source framework that focuses on Contexts Optical Compression, aimed at pushing the limits of visual-text compression and examining the role of vision encoders through an LLM-focused lens. This innovative model effectively compresses extensive contexts via optical 2D mapping, utilizing DeepEncoder as its primary engine and DeepSeek3B-MoE-A570M as the decoding mechanism. With a capacity to maintain low activations under high-resolution inputs, DeepEncoder achieves impressive compression ratios, allowing for a manageable number of vision tokens essential for understanding documents. The system is optimized for OCR and document parsing tasks related to images and PDFs, featuring inference options through vLLM or Transformers. Users have the flexibility to execute image OCR with streaming outputs, handle PDFs with high concurrency, or conduct batch evaluations for benchmarking purposes. Additionally, DeepSeek-OCR is capable of transforming documents into Markdown format, enabling free OCR without the constraints of layouts, parsing figures, providing detailed image descriptions, and pinpointing referenced text within images, thereby enhancing its utility across various applications. This versatility positions DeepSeek-OCR as a valuable tool for anyone needing advanced document processing capabilities.
Description
Mistral OCR 3 represents the latest evolution in optical character recognition developed by Mistral AI, aimed at setting a new standard for accuracy and efficiency in document processing through the extraction of text, embedded images, and structural elements from a diverse array of documents with remarkable precision. Achieving an impressive 74% overall win rate compared to its predecessor, it excels in handling forms, scanned documents, intricate tables, and handwritten text, surpassing both traditional enterprise document processing solutions and AI-driven OCR technologies. The model offers versatile output formats including clean text, Markdown, and structured JSON, while also providing HTML table reconstruction to maintain layout integrity, thus allowing downstream systems and workflows to effectively interpret both content and format. Additionally, it enhances the Document AI Playground in Mistral AI Studio, enabling seamless drag-and-drop functionality for parsing PDFs and images, and offers an API for developers looking to streamline their document extraction processes. Furthermore, this advancement signifies a pivotal shift in how businesses can automate their documentation workflows, leading to greater efficiency and productivity.
API Access
Has API
No
API Access
Has API
Yes
Integrations
Markdown
Yes
Adobe Acrobat Reader
No
DeepSeek
Yes
HTML
No
JSON
No
Mistral AI Studio
No
Mistral Document AI
No
Integrations
Markdown
Yes
Adobe Acrobat Reader
Yes
DeepSeek
No
HTML
Yes
JSON
Yes
Mistral AI Studio
Yes
Mistral Document AI
Yes
Pricing Details
Free
Free Trial
No
Free Version
Yes
Pricing Details
$14.99 per month
Free Trial
No
Free Version
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
Yes
iPad App
Yes
Android App
Yes
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
DeepSeek
Founded
2023
Country
China
Website
github.com/deepseek-ai/DeepSeek-OCR
Vendor Details
Company Name
Mistral AI
Founded
2023
Country
France
Website
mistral.ai/