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Description

GLM-OCR is an advanced multimodal optical character recognition system and an open-source framework that excels in delivering precise, efficient, and thorough document comprehension by integrating textual and visual elements within a cohesive encoder-decoder design inspired by the GLM-V series. This model features a visual encoder that has been pre-trained on extensive image-text datasets alongside a streamlined cross-modal connector that channels information into a GLM-0.5B language decoder. It offers capabilities for layout detection, simultaneous recognition of various regions, and structured outputs for diverse content types, including text, tables, formulas, and intricate real-world document formats. Furthermore, it employs Multi-Token Prediction (MTP) loss and robust full-task reinforcement learning techniques to enhance training efficiency, boost recognition accuracy, and improve generalization across various tasks, leading to remarkable performance on significant document understanding challenges. This innovative approach not only sets new benchmarks but also opens up possibilities for further advancements in the field of document analysis.

Description

The LEADTOOLS Recognition SDK is a carefully curated set of features that enables the development of comprehensive OCR applications tailored for enterprise-level document automation solutions, encompassing functionalities such as OCR, MICR, OMR, barcode recognition, forms processing, PDF handling, print capture, archival, annotation, and image viewing. This robust toolkit leverages LEAD's acclaimed image processing technology to effectively discern document characteristics, facilitating the recognition and extraction of data from various scanned or faxed form images. Additionally, the LEADTOOLS Recognition suite incorporates the LEADTOOLS OCR Engine, which underpins the text and forms recognition features included in this package. For further information on additional LEADTOOLS toolkits that can assist in your application development journey, be sure to explore the Document Family. Each component within the SDK is designed to work seamlessly together, ensuring a streamlined development process for users.

API Access

Has API Yes 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

.NET No 
C No 
C# No 
C++ No 
HTML No 
Java No 
JavaScript No 
Objective-C No 
Swift No 
Xamarin No 

Integrations

.NET Yes 
C Yes 
C# Yes 
C++ Yes 
HTML Yes 
Java Yes 
JavaScript Yes 
Objective-C Yes 
Swift Yes 
Xamarin Yes 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Pricing Details

$3,995 one-time payment
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 Yes 
iPad App Yes 
Android App Yes 
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 Yes 
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

Z.ai

Founded

2019

Country

China

Website

github.com/zai-org/GLM-OCR

Vendor Details

Company Name

LEADTOOLS

Founded

1990

Country

United States

Website

www.leadtools.com/sdk/products/recognition

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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