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What is GLM-OCR?
GLM-OCR represents a cutting-edge multimodal optical character recognition solution and an open-source framework that stands out by providing accurate, efficient, and comprehensive document understanding through the seamless integration of text and visual components within a unified encoder-decoder framework inspired by the GLM-V series. It incorporates a visual encoder that has been pre-trained on a vast array of image-text datasets and features an efficient cross-modal connector that feeds data into a GLM-0.5B language decoder. The system is equipped with capabilities for detecting layouts, recognizing multiple areas simultaneously, and generating structured outputs that accommodate a variety of content types, such as text, tables, formulas, and complex real-world document formats. Moreover, it utilizes Multi-Token Prediction (MTP) loss alongside advanced full-task reinforcement learning methods to improve training efficiency, enhance recognition accuracy, and foster better generalization across different tasks, ultimately leading to outstanding results in significant document understanding challenges. By employing this novel approach, GLM-OCR not only establishes new performance standards but also paves the way for future innovations in the realm of document analysis and understanding. As a result, it has the potential to revolutionize how documents are interpreted and processed in various applications.
What is ByteScout Text Recognition SDK?
Text recognition refers to the process of identifying and converting images or documents, such as PDFs, that contain typed or printed text into a digital format that computers can interpret, primarily through Optical Character Recognition (OCR) techniques bolstered by Machine Learning and Artificial Intelligence. This innovative technology simplifies traditionally laborious tasks like extracting information from various documents, including driver's licenses, passports, invoices, and bank statements. Users can specify particular rectangular sections of an image for analysis, allowing for adjustments like rotating and flipping the image as necessary. By merging cutting-edge technologies with user-friendly tools available on our website, we strive to provide SDKs that cater to your unique needs. Furthermore, for those seeking a more in-depth exploration, our extensive tutorials, source codes, and documentation offer valuable insights into the mechanics of our solutions. We firmly believe that equipping users with knowledge is just as important as supplying the necessary tools, fostering a well-rounded understanding of the capabilities at their disposal. Ultimately, our goal is to enhance user experience and empower individuals to maximize the full potential of text recognition technology.
Integrations Supported
Additional information not provided
Integrations Supported
Additional information not provided
API Availability
Has API
API Availability
Has API
Pricing Information
Free
Free Version
Pricing Information
Pricing not provided
Free Trial Offered?
Supported Platforms
SaaS
Supported Platforms
SaaS
Customer Service / Support
Web-Based Support
Customer Service / Support
Web-Based Support
Training Options
Documentation Hub
Training Options
Documentation Hub
Company Facts
Organization Name
Z.ai
Date Founded
2019
Company Location
China
Company Website
github.com/zai-org/GLM-OCR
Company Facts
Organization Name
ByteScout
Date Founded
2006
Company Location
United States
Company Website
www.bytescout.com
Categories and Features
OCR
Batch Processing
Image Pre-processing
Multiple Output Formats
Zone Selection Tool