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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

Currently, a significant issue with most NFTs and CryptoArtworks is that their images are kept off-chain, which means if the hosting project ceases to exist, the visual elements of the artwork could be irretrievably lost. To address this challenge, we propose storing all artwork information and metadata directly on the blockchain, ensuring that the art persists indefinitely. With this approach, creators can generate and archive their art entirely on-chain, guaranteeing its longevity. Each time a PixelChain is minted, our innovative smart contract captures all image data, compresses it, and uploads it to the blockchain, along with the corresponding title and creator details. This stored information remains accessible at all times via the blockchain, enabling it to be decompressed and decoded using our open-source decoder, thus reconstructing the original artwork envisioned by the artist. This represents our Minimum Viable Product (MVP) solution for fully on-chain art storage. Additionally, we plan to deploy the same concept to preserve other artistic mediums, including music and voxel art, thereby expanding the reach of our technology.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

DeepSeek Yes 
Markdown Yes 

Integrations

DeepSeek No 
Markdown No 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Pricing Details

Free
Free Trial No 
Free Version Yes 

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 No 
iPad App No 
Android App No 
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

PixelChain

Country

United States

Website

pixelchain.art/

Product Features

OCR

Batch Processing No 
Convert to PDF No 
ID Scanning No 
Image Pre-processing No 
Indexing No 
Metadata Extraction No 
Multi-Language No 
Multiple Output Formats No 
Text Editor No 
Zone Selection Tool No 

Product Features

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