deepseekocr.io

DeepSeek OCR is an open-source document AI that compresses high-resolution pages into compact vision tokens, achieving 97% accuracy across 100+ languages while preserving complex layouts and structures.

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Key Features

  • Vision Token Compression

    Compresses high-resolution pages into compact tokens for efficient processing.

  • Mixture-of-Experts Model

    Uses a 3B-parameter transformer for accurate text and layout reconstruction.

  • Structured Outputs

    Exports data in HTML, Markdown, JSON, and SMILES formats preserving document structure.

  • High Throughput

    Processes up to 200,000 pages per GPU daily for large-scale digitization.

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Why Choose deepseekocr.io

  • High Accuracy:

    Delivers near-lossless text and layout extraction with 97% exact-match accuracy.
  • Multilingual Support:

    Processes documents in over 100 languages including complex scripts.
  • Open Source:

    MIT license allows secure on-premise deployment and customization.

Pricing

DeepSeek OCR is available as an open-source MIT-licensed tool for local deployment. Hosted API access uses token-based pricing at approximately $0.028 per million input tokens. For detailed pricing, visit the official pricing guide.

About deepseekocr.io

DeepSeek OCR is an open-source document AI that compresses high-resolution pages into compact vision tokens, achieving 97% accuracy across 100+ languages while preserving complex layouts and structures.

What deepseekocr.io Does

DeepSeek OCR compresses high-resolution document images into compact vision tokens, then decodes them using a 3 billion-parameter mixture-of-experts transformer model. This process enables near-lossless reconstruction of text, layouts, and diagrams with approximately 97% accuracy.

The tool supports over 100 languages and preserves complex document structures such as tables, charts, and chemical formulas. It outputs results in multiple structured formats including HTML, Markdown, JSON, and SMILES, facilitating integration into data pipelines and analytics workflows.

DeepSeek OCR is suited for industries requiring large-scale document digitization, such as legal, scientific research, finance, and enterprise data management, enabling efficient processing of up to 200,000 pages per day on a single GPU.

Pros & Cons

  • Preserves Complex Layouts

    Maintains tables, charts, and chemical formulas in output formats.

  • Flexible Deployment

    Supports both local GPU deployment and API-based access.

  • GPU Dependency

    Requires modern GPUs for optimal throughput and real-time processing.

  • Limited Handwriting Support

    Primarily designed for printed text; handwriting accuracy is limited.

Frequently Asked Questions

What languages does DeepSeek OCR support?

It supports over 100 languages, including Latin, CJK, Cyrillic, and scientific scripts.

How is DeepSeek OCR priced?

Open-source for local use; API access charges about $0.028 per million input tokens.

What hardware is recommended for DeepSeek OCR?

NVIDIA A100 GPUs provide peak throughput; RTX 30-series with 8GB VRAM supports base mode.

Can DeepSeek OCR preserve tables and charts?

Yes, it outputs near-lossless HTML and Markdown preserving complex document structures.

Is DeepSeek OCR suitable for handwriting recognition?

No, it focuses on printed text; handwriting requires supplementary OCR tools.

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