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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
PaddleOCR stands out as a premier open-source OCR toolkit and document AI engine, proficiently converting PDFs and images into structured, LLM-compatible data with remarkable precision. This toolkit aims to link the gap between documents and large language models through its ability to extract, recognize, parse, and systematically arrange information from various sources, including scanned pages, photos, forms, tables, formulas, charts, and intricate layouts. With support for over 100 languages, PaddleOCR serves as an invaluable resource for developing intelligent retrieval-augmented generation (RAG) and agentic applications that require dependable document comprehension. Its essential features encompass PaddleOCR-VL, PP-OCRv5, PP-StructureV3, and PP-ChatOCRv4. Among these, PaddleOCR-VL is an ultra-compact vision-language model designed for multilingual document parsing, effectively handling 109 languages and excelling at interpreting complex components like text, tables, formulas, and charts. Meanwhile, PP-OCRv5 focuses on universal scene text recognition, further enhancing the versatility of the toolkit for diverse applications. Together, these components empower users to tackle a wide array of document processing challenges seamlessly.
API Access
Has API
API Access
Has API
Integrations
DeepSeek
Markdown
Pricing Details
Free
Free Trial
Free Version
Pricing Details
Free
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
DeepSeek
Founded
2023
Country
China
Website
github.com/deepseek-ai/DeepSeek-OCR
Vendor Details
Company Name
PaddlePaddle
Country
United States
Website
paddleocr.com
Product Features
Product Features
OCR
Batch Processing
Convert to PDF
ID Scanning
Image Pre-processing
Indexing
Metadata Extraction
Multi-Language
Multiple Output Formats
Text Editor
Zone Selection Tool