Library/AugLyForked

facebookresearch/AugLy

AugLy

A data augmentations library for audio, image, text, and video.

Builder

Meta Research

Meta Research

facebookresearch • ai-lab

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5,070

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Forks

312

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0/100

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Created

Jun 9, 2021

Project creation date

README Summary

AugLy is a comprehensive data augmentation library developed by Facebook Research that provides augmentation techniques for audio, image, text, and video data. The library offers a unified interface with hundreds of augmentation functions and transformations to help improve machine learning model robustness and performance. It includes both functional and object-oriented APIs with support for composition of multiple augmentations.

AI Dev Skills

Unmapped

Data AugmentationComputer Vision PreprocessingAudio Signal ProcessingNatural Language ProcessingVideo ProcessingMachine Learning Pipeline EngineeringModel Robustness TestingCross-modal Data Processing

Tags

Data AugmentationComputer Vision PreprocessingAudio Signal ProcessingNatural Language ProcessingVideo ProcessingMachine Learning Pipeline EngineeringModel Robustness TestingCross-modal Data ProcessingTextDataset ExpansionModel RobustnessSelf-hostedSynthetic Data GenerationAdversarial Training Data CreationOn-premiseData-Centric AITraining Data AugmentationModel Robustness EvaluationVideoCloud APIImageML Pipeline PreprocessingAudioDomain AdaptationPython

Taxonomy

Recent Activity

Updated 1 months ago

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30 Days

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90 Days

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Quality

production
Quality
high
Maturity
production

Categories

Model TrainingPrimaryML Platform & InfrastructureMLOps & InfrastructureEvals & BenchmarkingNLP & TextSafety & AlignmentCoding & Dev ToolsMultimodal AIOther AI / MLGenerative MediaComputer VisionRobotics

PM Skills

Data & EvaluationCost & Efficiency

Languages

Python100.0%

Timeline

Project created
Jun 9, 2021
Forked
Mar 22, 2026
Your last push
1 months ago
Upstream last push
13 days ago
Tracked since
Mar 14, 2026

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