Library/NeuralCompression
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facebookresearch/NeuralCompression

NeuralCompression

A collection of tools for neural compression enthusiasts.

Builder

Meta Research

Meta Research

facebookresearch • ai-lab

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596

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57

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Created

Jul 9, 2021

Project creation date

README Summary

NeuralCompression is a Python library developed by Facebook Research that provides a comprehensive collection of tools and algorithms for neural compression research. The library includes implementations of state-of-the-art neural compression techniques for images, videos, and other data types, along with benchmarking utilities and research tools. It serves as a centralized resource for researchers and practitioners working on neural compression methods.

AI Dev Skills

Unmapped

Neural Network CompressionDeep Learning for Signal ProcessingVariational AutoencodersInformation TheoryRate-Distortion OptimizationEntropy CodingLossy Compression AlgorithmsComputer Vision for CompressionSignal Reconstruction

Tags

Neural Network CompressionDeep Learning for Signal ProcessingVariational AutoencodersInformation TheoryRate-Distortion OptimizationEntropy CodingLossy Compression AlgorithmsComputer Vision for CompressionSignal ReconstructionCloud StorageTelecommunicationsEfficient AI ModelsStorage Cost ReductionCloud APISelf-hostedStreaming ServicesMedical Image ArchivalEdge ComputingVideo CompressionReal-time Media StreamingBandwidth OptimizationOn-device AIImageMedia & EntertainmentEdge/MobileVideoNeural Architecture SearchAudio CompressionOn-premiseAudioMedical ImagingImage CompressionPython

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Recent Activity

Updated 1 years ago

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Quality

research
Quality
medium
Maturity
research

Categories

RAG & RetrievalPrimaryInference & ServingEdge & Mobile AISearch & KnowledgeOther AI / MLIndustry: HealthcareCoding & Dev ToolsHealthcare & BiologyGenerative MediaComputer Vision

PM Skills

Product DiscoveryData & Evaluation

Languages

Python100.0%

Timeline

Project created
Jul 9, 2021
Forked
Mar 23, 2026
Your last push
1 years ago
Upstream last push
1 years ago
Tracked since
Sep 20, 2024

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