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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

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

.NET
C++
DeepSeek
Markdown
Python

Integrations

.NET
C++
DeepSeek
Markdown
Python

Pricing Details

Free
Free Trial
Free Version

Pricing Details

No price information available.
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

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
Convert to PDF
ID Scanning
Image Pre-processing
Indexing
Metadata Extraction
Multi-Language
Multiple Output Formats
Text Editor
Zone Selection Tool

Product Features

OCR

Batch Processing
Convert to PDF
ID Scanning
Image Pre-processing
Indexing
Metadata Extraction
Multi-Language
Multiple Output Formats
Text Editor
Zone Selection Tool

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