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CRAFT
CRAFT is a multilingual text detection model primarily used for detecting text regions in images, especially optimized for Persian text detection, but also supports other languages.
Text Recognition Supports Multiple Languages#Multilingual Text Detection#Character Region Awareness#Persian Optimization
Downloads 11.22k
Release Time : 7/4/2024
Model Overview
CRAFT is a character region awareness-based text detection model capable of accurately identifying text locations in images. This model is mainly used for multilingual text detection, specifically optimized for Persian, while also being suitable for text detection tasks in other languages.
Model Features
Multilingual Support
Supports text detection in multiple languages including Persian and English.
Character Region Awareness
Enhances text detection accuracy through character-level region awareness.
Hezar Framework Compatibility
Fully compatible with the Hezar framework for easy integration and use.
Model Capabilities
Text Detection
Multilingual Support
Image Analysis
Use Cases
Document Processing
Document Scanning
Used to scan text regions in documents for subsequent OCR processing.
Accurately detects text positions in documents.
Natural Scene Text Detection
Street View Text Recognition
Detects text in natural scenes (e.g., street views).
Identifies and localizes text regions in images.
Transformers
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