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What is GLM-4.1V?

GLM-4.1V represents a cutting-edge vision-language model that provides a powerful and efficient multimodal ability for interpreting and reasoning through different types of media, such as images, text, and documents. The 9-billion-parameter variant, referred to as GLM-4.1V-9B-Thinking, is built on the GLM-4-9B foundation and has been refined using a distinctive training method called Reinforcement Learning with Curriculum Sampling (RLCS). With a context window that accommodates 64k tokens, this model can handle high-resolution inputs, supporting images with a resolution of up to 4K and any aspect ratio, enabling it to perform complex tasks like optical character recognition, image captioning, chart and document parsing, video analysis, scene understanding, and GUI-agent workflows, which include interpreting screenshots and identifying UI components. In benchmark evaluations at the 10 B-parameter scale, GLM-4.1V-9B-Thinking achieved remarkable results, securing the top performance in 23 of the 28 tasks assessed. These advancements mark a significant progression in the fusion of visual and textual information, establishing a new benchmark for multimodal models across a variety of applications, and indicating the potential for future innovations in this field. This model not only enhances existing workflows but also opens up new possibilities for applications in diverse domains.

What is EasyOCR?

Euresys EasyOCR is a specialized component within the Open eVision software suite aimed at optical character recognition, with a strong emphasis on template-based recognition of printed text, making it especially adept at extracting short sequences such as part numbers, serial numbers, expiration dates, manufacturing timestamps, and lot identifiers from images or physical items in machine vision settings. This tool utilizes a font-dependent template matching method that can be tailored with user-defined character samples, in addition to a collection of pre-existing fonts, ensuring high accuracy even when faced with distorted, overlapping, or varying text sizes. It excels at distinguishing closely situated text elements, showcasing its strength and efficiency in challenging scenarios. Furthermore, the software is designed to be size-invariant and operates swiftly, enabling users to train the system with sample images to expand its character database, which ultimately enhances recognition accuracy for specific industrial text formats. EasyOCR is frequently incorporated into vision inspection systems via the Open eVision API, promoting smooth integration across a range of applications. Its flexibility and adaptability render it an invaluable tool for industries that depend on precise text recognition, significantly improving operational efficiency and accuracy. In addition, the ongoing updates and enhancements to its features ensure that it remains competitive in the ever-evolving landscape of optical character recognition technologies.

Media

Media

Integrations Supported

AtomCode
Claude Code
Cline
Kilo Code
OpenRouter
Roo Code
Sup AI
oMLX

Integrations Supported

.NET
C++
Python

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Version

Pricing Information

Pricing not provided

Supported Platforms

SaaS
Windows
Mac
On-Prem
Linux

Supported Platforms

Windows
Mac
Linux

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub
Webinars
Online Training

Company Facts

Organization Name

Z.ai

Date Founded

2023

Company Location

China

Company Website

chat.z.ai/

Company Facts

Organization Name

EURESYS

Date Founded

1989

Company Location

Belgium

Company Website

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

Categories and Features

AI Coding Models

Not specified

AI Models

Not specified

AI Reasoning Models

Not specified

Foundation Models

Not specified

Large Language Models

Not specified

Categories and Features

OCR

Not specified

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