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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

Significant cost reductions can be achieved with iSIZE BitSave on AWS, where users can save $176 for every 5,000 viewers per hour. iSIZE is at the forefront of deep learning applications for video delivery, having created a sophisticated deep perceptual ‘precoder’ that leverages AI to enhance visual quality while reducing video bitrate during the encoding process. The company's flagship solution, BitSave, is accessible both as a SaaS offering at bitsave.tech and for on-premise installations, and it is capable of decreasing encoding bitrates by up to 40% without sacrificing perceived video quality. This innovative technology integrates seamlessly as an add-on to standard video encoding workflows (including AVC, HEVC, and AV1), requiring no alterations to the streaming setup or the client devices. As a result, it delivers remarkable savings in bandwidth, energy consumption, and overall costs for video-on-demand and live streaming services, as well as for broadcasters and their audiences. For a deeper understanding of their groundbreaking work, you can watch their presentation at the AOMedia Research Forum and explore one of their initial preprints for more insights.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

AWS Elemental MediaLive No 
Amazon CloudFront No 
Amazon Web Services (AWS) No 
DeepSeek Yes 
Markdown Yes 

Integrations

AWS Elemental MediaLive Yes 
Amazon CloudFront Yes 
Amazon Web Services (AWS) Yes 
DeepSeek No 
Markdown No 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Pricing Details

$9 per hour
Free Trial Yes 
Free Version 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 

Deployment

Web-Based No 
On-Premises No 
iPhone App No 
iPad App No 
Android App Yes 
Windows Yes 
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 Yes 

Vendor Details

Company Name

DeepSeek

Founded

2023

Country

China

Website

github.com/deepseek-ai/DeepSeek-OCR

Vendor Details

Company Name

iSIZE

Country

United Kingdom

Website

www.isize.co

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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