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clovaai/deep-text-recognition-benchmark

deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning methods, ICCV 2019

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clovaai

clovaai

clovaai • individual

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Created

Apr 3, 2019

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README Summary

This is a comprehensive benchmark framework for text recognition (OCR) using deep learning methods, presented at ICCV 2019. It provides implementations of various state-of-the-art text recognition models and standardized evaluation protocols. The repository serves as a unified platform for comparing different deep learning approaches to optical character recognition.

AI Dev Skills

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Optical Character RecognitionComputer VisionConvolutional Neural NetworksRecurrent Neural NetworksAttention MechanismsText RecognitionDeep Learning Model BenchmarkingImage ProcessingSequence-to-Sequence LearningFeature Extraction

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Optical Character RecognitionComputer VisionConvolutional Neural NetworksRecurrent Neural NetworksAttention MechanismsText RecognitionDeep Learning Model BenchmarkingImage ProcessingSequence-to-Sequence LearningFeature ExtractionDeep Learning BenchmarkingFinancial ServicesOn-premiseDocument ProcessingImageReal-time Text DetectionTextLogisticsEducationDocument DigitizationStreet Sign RecognitionCloud APIHealthcareHistorical Document AnalysisForm Data ExtractionSelf-hostedPublishingLegal TechBook DigitizationReceipt ProcessingLicense Plate RecognitionJupyter Notebook

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Updated 2 years ago

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research
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high
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research

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RAG & RetrievalPrimaryComputer VisionData Science & AnalyticsFinance & LegalInference & ServingHealthcare & BiologyOther AI / MLEvals & Benchmarking

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Product Discovery

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Jupyter Notebook100.0%

Timeline

Project created
Apr 3, 2019
Forked
Mar 23, 2026
Your last push
2 years ago
Upstream last push
2 years ago
Tracked since
Mar 4, 2024

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