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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

Euresys EasyOCR is a component of the Open eVision software suite that specializes in optical character recognition, focusing on template-based recognition of printed text, which is particularly effective for reading short sequences like part numbers, serial numbers, expiration dates, manufacturing timestamps, and lot identifiers from images or physical components in machine vision contexts. This tool employs a font-dependent template matching technique that can be customized with user-defined character samples, alongside a library of pre-existing fonts, ensuring accurate reading even when the text is distorted, overlapping, or varies in size. The software excels in separating closely positioned text elements even in challenging environments, demonstrating its robustness and efficiency. Additionally, it is designed to be size-invariant and swift, allowing users to train the system with sample images to enhance its character database, ultimately boosting recognition accuracy for specific industrial text formats. EasyOCR is often integrated into vision inspection setups through the Open eVision API, facilitating seamless implementation in various applications. Its versatility and adaptability make it a valuable asset for industries relying on precise text recognition.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

.NET No 
C++ No 
DeepSeek Yes 
Markdown Yes 
Python No 

Integrations

.NET Yes 
C++ Yes 
DeepSeek No 
Markdown No 
Python Yes 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Pricing Details

No price information available.
Free Trial No 
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 No 
Windows Yes 
Mac Yes 
Linux Yes 
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 Yes 
Live Training (Online) Yes 
In Person No 

Vendor Details

Company Name

DeepSeek

Founded

2023

Country

China

Website

github.com/deepseek-ai/DeepSeek-OCR

Vendor Details

Company Name

EURESYS

Founded

1989

Country

Belgium

Website

www.euresys.com/en/products/software/easyocr/

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

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 

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