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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
API Access
Has API
Integrations
.NET
C
C#
C++
HTML
Java
JavaScript
Objective-C
Swift
Xamarin
Integrations
.NET
C
C#
C++
HTML
Java
JavaScript
Objective-C
Swift
Xamarin
Pricing Details
Free
Free Trial
Free Version
Pricing Details
$3,995 one-time payment
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
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
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