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Trocr Base Printed Captcha Ocr
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Trocr Base Printed Captcha Ocr

Developed by chanelcolgate
A captcha recognition model fine-tuned based on Microsoft's trocr-base-printed model, specifically designed for OCR tasks involving printed text
Text Recognition
Transformers
#Printed Text OCR#Captcha Recognition#Low Error Rate
Downloads 33
Release Time : 10/28/2023

Model Overview

This model is a fine-tuned version of microsoft/trocr-base-printed, specifically optimized for OCR tasks like captcha recognition, demonstrating excellent performance on evaluation datasets

Model Features

High Accuracy Captcha Recognition
Achieves an extremely low character error rate (0.0034) on captcha recognition tasks
Transformer-based Architecture
Utilizes advanced Transformer architecture, effectively handling sequence recognition tasks
Fine-tuning Optimization
Optimized for specific tasks on the base model, improving performance in targeted scenarios

Model Capabilities

Printed text recognition
Captcha decoding
Text extraction from images

Use Cases

Security Verification
Automatic Captcha Recognition
Used for automatic recognition and decoding of captchas in automated testing
Character error rate as low as 0.0034
Document Digitization
Printed Document OCR
Convert printed documents into editable text
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