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Trocr Base Ckb
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Trocr Base Ckb
Developed by razhan
An OCR system based on Transformer architecture, specifically designed for recognizing Central Kurdish text, trained using synthetic data.
Downloads 19
Release Time : 4/1/2023
Model Overview
This model is an Optical Character Recognition (OCR) system designed to accurately identify and transcribe Central Kurdish text content. It employs the Transformer architecture and is trained on synthetic Kurdish language data, suitable for digitizing Kurdish language documents.
Model Features
Transformer-based architecture
Utilizes Transformer's attention mechanism to enhance recognition accuracy for Kurdish text.
Synthetic data training
Trained using synthetic Kurdish language data to address the shortage of real-world data.
Kurdish language support
Specifically optimized for Central Kurdish, capable of handling the language's unique characters and writing characteristics.
Model Capabilities
Kurdish text recognition
Printed text transcription
Digital document processing
Use Cases
Document digitization
Historical document transcription
Convert historical printed Kurdish documents into editable digital text.
Enhances document accessibility and searchability.
Multilingual OCR applications
Kurdish document processing
Accurately identify Kurdish sections in scenarios requiring multilingual document processing.
Expands the coverage of multilingual OCR systems.
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