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facebookresearch/NeuralCompression

NeuralCompression

A collection of tools for neural compression enthusiasts.

View on GitHub↗Upstream facebookresearch/NeuralCompression↗

Builder

Meta Research

Meta Research

facebookresearch • ai-lab

Stars

598

Using upstream star count

Forks

57

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Jul 9, 2021

Project creation date

README Summary

[![LICENSE](https://img.shields.io/badge/license-MIT-blue.svg)](https://github.com/facebookresearch/NeuralCompression/tree/main/LICENSE) [![Build and Test](https://github.com/facebookresearch/NeuralCompression/actions/workflows/build-and-test.yml/badge.svg)](https://github.com/facebookresearch/NeuralCompression/actions/workflows/build-and-test.yml)

Community Evaluation

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AI Dev Skills

Unmapped

Computer Vision for CompressionDeep Learning for Signal ProcessingEntropy CodingInformation TheoryLossy Compression AlgorithmsNeural Network CompressionRate-Distortion OptimizationSignal ReconstructionVariational Autoencoders

Tags

Computer Vision for CompressionDeep Learning for Signal ProcessingEntropy CodingInformation TheoryLossy Compression AlgorithmsNeural Network CompressionRate-Distortion OptimizationSignal ReconstructionVariational AutoencodersDVCEvalsForkedJupyterPyTorchPythonTutorial

Taxonomy

AI Trends

On-device AIEdge ComputingEfficient AI ModelsNeural Architecture Search

category

Model TrainingEvals & BenchmarkingMLOps & InfrastructureLearning ResourcesData Science & Analytics

Deployment Context

Cloud APISelf-hostedEdge/MobileOn-premise

Industries

Media & EntertainmentTelecommunicationsCloud StorageStreaming ServicesMedical Imaging

Modalities

ImageVideoAudio

Skill Areas

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

tag

DVCEvalsForkedJupyterPyTorchPythonTutorial

Use Cases

Image CompressionVideo CompressionAudio CompressionBandwidth OptimizationStorage Cost ReductionReal-time Media StreamingMedical Image Archival

Recent Activity

Updated 1 years ago

7 Days

0

30 Days

0

90 Days

0

Quality

research
Quality
medium
Maturity
research

Categories

Evals & BenchmarkingPrimaryMLOps & InfrastructureLearning ResourcesData Science & AnalyticsModel Training

PM Skills

Data & 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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