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clovaai/deep-text-recognition-benchmark

deep-text-recognition-benchmark

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

View on GitHub↗Upstream clovaai/deep-text-recognition-benchmark↗

Builder

clovaai

clovaai

clovaai • individual

Stars

3,934

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Forks

1,133

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Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Apr 3, 2019

Project creation date

README Summary

What Is Wrong With Scene Text Recognition Model Comparisons? Dataset and Model Analysis | [paper](https://arxiv.org/abs/1904.01906) | [training and evaluation data](https://github.com/clovaai/deep-text-recognition-benchmark#download-lmdb-dataset-for-traininig-and-evaluation-from-here) | [failure cases and cleansed label](https://github.com/clovaai/deep-text-recognition-benchmark#download-failure-cases-and-cleansed-label-from-here) | [pretrained model](https://www.dropbox.com/sh/j3xmli4di1zuv3s/A

Community Evaluation

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AI Dev Skills

Unmapped

Attention MechanismsComputer VisionConvolutional Neural NetworksDeep Learning Model BenchmarkingFeature ExtractionImage ProcessingOptical Character RecognitionRecurrent Neural NetworksSequence-to-Sequence LearningText Recognition

Tags

Attention MechanismsComputer VisionConvolutional Neural NetworksDeep Learning Model BenchmarkingFeature ExtractionImage ProcessingOptical Character RecognitionRecurrent Neural NetworksSequence-to-Sequence LearningText RecognitionBenchmarkingDeep LearningEvalsForkedGPU / CUDANode.jsPyTorchPythonResearch / PapersSynthetic DataTutorial

Taxonomy

AI Trends

Computer VisionDeep Learning Benchmarking

category

Model TrainingEvals & BenchmarkingInference & ServingComputer VisionDev Tools & AutomationLearning Resources

Deployment Context

Self-hostedCloud APIOn-premise

Industries

Document ProcessingPublishingLegal TechHealthcareEducationFinancial ServicesLogistics

Modalities

ImageText

Skill Areas

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

tag

BenchmarkingComputer VisionDeep LearningEvalsForkedGPU / CUDANode.jsPyTorchPythonResearch / PapersSynthetic DataTutorial

Use Cases

Document DigitizationLicense Plate RecognitionStreet Sign RecognitionReceipt ProcessingForm Data ExtractionBook DigitizationHistorical Document AnalysisReal-time Text Detection

Recent Activity

Updated 2 years ago

7 Days

0

30 Days

0

90 Days

0

Quality

research
Quality
high
Maturity
research

Categories

Evals & BenchmarkingPrimaryInference & ServingDev Tools & AutomationLearning ResourcesModel TrainingComputer VisionSearch & KnowledgeOther AI / ML

PM Skills

Data & Evaluation

Languages

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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