DeepSeek-OCRDeepSeek
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About
DeepSeek-OCR is an open source model for Contexts Optical Compression, built to explore the boundaries of visual-text compression and investigate the role of vision encoders from an LLM-centric viewpoint. It is designed to compress long contexts through optical 2D mapping, using DeepEncoder as the core engine and DeepSeek3B-MoE-A570M as the decoder. DeepEncoder maintains low activations under high-resolution input while achieving high compression ratios, keeping the number of vision tokens manageable for document understanding. The model supports OCR and document parsing workflows for images and PDFs, with inference through vLLM or Transformers. Users can run image OCR with streaming output, process PDFs with high concurrency, or run batch evaluation for benchmarks. DeepSeek-OCR can convert documents to Markdown, perform free OCR without layouts, parse figures, describe images in detail, and locate referenced text inside an image.
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About
Today most NFTs and CryptoArtworks share the same problem, the images are stored off-chain. If the project where the data is stored dies the graphic information of the artwork will be most probably lost. Storing all the artwork information and metadata on the chain solves this problem. Now you can create and store art 100% on chain that will live forever. Whenever a PixelChain gets minted our innovator smart contract will encode all the image data, compress it and send it to the blockchain, where it gets stored together with its name and author information. Later on, this data can be always accessible directly from the blockchain, decompressed and decoded by our open source decoder in order to rebuild the original image that was created by the artist. This is our MVP solution for storing Art 100% On-chain. We will apply the same principle to store other kinds of artwork like Music and Voxels.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
AI researchers and document-processing engineers who need an open OCR model for efficient document parsing, Markdown conversion, and vision-text compression experiments
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Audience
Anyone seeking a digital art marketplace that allows users to create, tokenize, and sell their digital art
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
Free
Free Version
Free Trial
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Pricing
Free
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationDeepSeek
Founded: 2023
China
github.com/deepseek-ai/DeepSeek-OCR
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Company InformationPixelChain
United States
pixelchain.art/
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Integrations
DeepSeek
Markdown
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