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deepseekocr.io

API 4.6/5 LinuxWindowsmacOS

What is deepseekocr.io?

Open-source OCR engine with context optical compression, multilingual support, and GPU-efficient throughput for complex layouts.

DeepSeek OCR is a two-stage transformer-based document AI that compresses page images into compact vision tokens before decoding them with a high-capacity mixture-of-experts language model. It delivers near-lossless text, layout, and diagram understanding across 100+ languages, achieving ~97% exact-match accuracy at 10× compression and processing up to 200k pages per day on a single NVIDIA A100 GPU. The tool outputs structured HTML, Markdown, SMILES chemistry, and geometry annotations, enabling direct ingestion into analytics pipelines. It is open-source under MIT license and also available via API with token-based pricing.

Key Features

Context optical compression (16× compression ratio)
Multilingual support (100+ languages)
Structured output (HTML, Markdown, SMILES, geometry)
Mixture-of-experts decoder (3B parameters, ~570M active)
High throughput (200k pages/day on A100)
Layout preservation for tables, diagrams, formulas
Open-source MIT license
API with token-based billing
Local deployment on GPU
FlashAttention acceleration
CLIP multimodal bridge
Mode selector (Tiny to Gundam)
Benchmark accuracy ~97% exact match
Supports up to 1280×1280 resolution
Compliance-friendly on-premises option

Use Cases

Researchers digitize scanned books and reports, compressing thousands of words per page into compact tokens for downstream search and summarization.
Engineers extract geometry reasoning, engineering annotations, and chemical SMILES from technical diagrams to support scientific analysis and data pipelines.
Data scientists build multilingual corpora across 100+ languages by scanning books or surveys, creating training data for downstream language models.
Developers embed DeepSeek OCR into invoice, contract, or form-processing platforms to emit layout-aware JSON and HTML ready for automation.
Publishing teams auto-caption diagrams and convert bilingual documents, reducing manual effort while preserving layout and multilingual content.
Compliance officers run DeepSeek OCR on-premises to process sensitive documents without data leaving their infrastructure, meeting regulatory requirements.
Archivists compress high-resolution historical documents into vision tokens for long-term storage and retrieval, maintaining near-lossless text and layout.
OCRdocument intelligencemultilinguallayout preservationmixture-of-expertsopen-sourceGPU-acceleratedstructured outputtablesformulaschemistrydiagramscompressionDeepSeekAI
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Frequently asked questions

Is deepseekocr.io free?
deepseekocr.io offers a free trial.
Is deepseekocr.io open source?
Yes, deepseekocr.io is open source.
What is deepseekocr.io used for?
deepseekocr.io is used for Researchers digitize scanned books and reports, compressing thousands of words per page into compact tokens for downstream search and summarization.; Engineers extract geometry reasoning, engineering annotations, and chemical SMILES from technical diagrams to support scientific analysis and data pipelines.; Data scientists build multilingual corpora across 100+ languages by scanning books or surveys, creating training data for downstream language models.; Developers embed DeepSeek OCR into invoice, contract, or form-processing platforms to emit layout-aware JSON and HTML ready for automation.; Publishing teams auto-caption diagrams and convert bilingual documents, reducing manual effort while preserving layout and multilingual content..
What are alternatives to deepseekocr.io?
Alternatives to deepseekocr.io include Google Cloud Vision, AWS Textract, Azure OCR, Tesseract. See the full ranked list of deepseekocr.io alternatives on ContentBuffer.

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