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Trocr Base Printed License Plates Ocr Timestamp
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Trocr Base Printed License Plates Ocr Timestamp

Developed by PQAshwin
An OCR model fine-tuned based on microsoft/trocr-base-printed, specifically designed for recognizing license plates and timestamp information
Text Recognition
Transformers
#License Plate Recognition#High-precision OCR#Printed Text Recognition
Downloads 132
Release Time : 1/16/2024

Model Overview

This model is an OCR model based on the TrOCR architecture, fine-tuned specifically for recognizing printed license plates and timestamp information, demonstrating excellent performance on the evaluation set (CER=0.01)

Model Features

High-precision License Plate Recognition
Achieves a character error rate (CER) of 0.01 in license plate recognition tasks
Based on TrOCR Architecture
Utilizes an advanced OCR model with Transformer architecture
Timestamp Recognition Capability
Specially optimized for timestamp formats

Model Capabilities

Printed Text Recognition
License Plate Number Recognition
Timestamp Recognition
Multilingual Character Recognition

Use Cases

Traffic Management
Automatic License Plate Recognition System
Used for automatic license plate recognition in scenarios such as parking lots and toll stations
Highly accurate license plate number recognition
Document Processing
Timestamp Extraction
Extracts timestamp information from various documents
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