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Trocr Base Printed Fr

Developed by agomberto
Transformer-based French printed text OCR model, filling the gap of French version in TrOCR models
Downloads 110
Release Time : 5/4/2023

Model Overview

This is a French printed text recognition model developed based on the TrOCR architecture, specifically designed to convert French printed text images into text.

Model Features

French-specific OCR
A TrOCR variant optimized specifically for French text recognition, addressing the lack of French support in the original TrOCR
Mixed data training
Trained using 723,000 French text samples from 7 different data sources, covering various text types
Optimized architecture combination
Utilizes a combination of DeiT visual encoder and CamemBERT text decoder, making it easier to train compared to the original TrOCR

Model Capabilities

French printed text recognition
Image-to-text conversion
French document digitization

Use Cases

Document processing
French printed document digitization
Convert scanned French documents into editable text
CER 0.13, WER 0.26
French book OCR
Extract text content from scanned images of French books
Automated processing
French form processing
Automatically recognize and extract printed French form data
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