Library/CompressAI
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InterDigitalInc/CompressAI

CompressAI

A PyTorch library and evaluation platform for end-to-end compression research

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InterDigitalInc

InterDigitalInc

InterDigitalInc • individual

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271

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Created

Jun 23, 2020

Project creation date

README Summary

CompressAI is a PyTorch library and evaluation platform designed for end-to-end compression research. It provides implementations of state-of-the-art learned compression methods, standardized evaluation tools, and pre-trained models for image and video compression. The library enables researchers to easily compare different compression approaches and develop new methods.

AI Dev Skills

Unmapped

Neural Network CompressionEntropy CodingRate-Distortion OptimizationVariational AutoencodersQuantization TechniquesInformation TheoryComputer VisionDeep Learning Architecture DesignPyTorch Model DevelopmentLoss Function Design

Tags

Neural Network CompressionEntropy CodingRate-Distortion OptimizationVariational AutoencodersQuantization TechniquesInformation TheoryComputer VisionDeep Learning Architecture DesignPyTorch Model DevelopmentLoss Function DesignReal-time Video StreamingOn-premiseBandwidth-Efficient Media TransmissionNeural Architecture SearchTelecommunicationsCompression Algorithm BenchmarkingStorage Space OptimizationCloud APIOn-device AICloud StorageEfficient AI ModelsMedia & EntertainmentNeural Image CompressionVideo StreamingLearned Video CompressionImageEdge Computing OptimizationBroadcastingEdge/MobileVideoSelf-hostedPython

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Recent Activity

Updated 1 months ago

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90 Days

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Quality

research
Quality
high
Maturity
research

Categories

Evals & BenchmarkingPrimaryInference & ServingCoding & Dev ToolsSearch & KnowledgeOther AI / MLRAG & RetrievalEdge & Mobile AIFoundation ModelsModel TrainingComputer Vision

PM Skills

Developer Platform

Languages

Python100.0%

Timeline

Project created
Jun 23, 2020
Forked
Mar 23, 2026
Your last push
1 months ago
Upstream last push
13 days ago
Tracked since
Mar 12, 2026

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