TrOCR-Ar-Small Open-Source Arabic OCR Model - Free Deployment for Precise Text Recognition

Trocr Ar Small

Developed by gagan3012

Arabic Optical Character Recognition (OCR) small model fine-tuned from microsoft/trocr-small-stage1

Downloads 105

Release Time : 3/21/2022

Model Overview

This is a Transformer-based OCR model for Arabic text recognition, suitable for recognizing Arabic characters from images.

Dedicated Arabic OCR

Model optimized specifically for Arabic character recognition

Transformer-based Architecture

Utilizes advanced Transformer architecture with powerful sequence modeling capabilities

Lightweight Model

Small model design suitable for deployment in resource-constrained environments

Arabic image text recognition

Handwritten Arabic recognition (inference)

Printed Arabic recognition (inference)

Document Digitization

Arabic Document Scanning

Convert paper Arabic documents into editable text

Mobile Applications

Arabic Real-time Translation

Recognize Arabic text through camera and perform real-time translation

Training Loss	Epoch	Step	Validation Loss	Cer
3.6363	0.14	1000	2.7594	0.9370
2.7508	0.29	2000	2.6589	0.8901
2.6519	0.43	3000	2.6059	0.8647
2.5936	0.57	4000	2.5360	0.7941
2.5069	0.72	5000	2.4701	0.8262
2.4606	0.86	6000	2.4427	0.7552
2.4046	1.0	7000	2.4262	0.7822
2.3628	1.15	8000	2.3880	0.8186
2.3458	1.29	9000	2.3589	0.8262
2.3062	1.43	10000	2.3704	0.8693
2.2884	1.58	11000	2.3065	0.8034
2.263	1.72	12000	2.3413	0.8545
2.2473	1.86	13000	2.3314	0.7996
2.2318	2.01	14000	2.3034	0.8254
2.2004	2.15	15000	2.3068	0.8461
2.1774	2.29	16000	2.2799	0.8207
2.1684	2.44	17000	2.2746	0.8249
2.1637	2.58	18000	2.2540	0.7797
2.1418	2.72	19000	2.2595	0.7937
2.1309	2.87	20000	2.2771	0.8211

Featured Recommended AI Models

Empowering the Future, Your AI Solution Knowledge Base