Library/BasicSR
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XPixelGroup/BasicSR

BasicSR

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

Builder

XPixelGroup

XPixelGroup

XPixelGroup • individual

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8,194

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1,402

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Created

Apr 19, 2018

Project creation date

README Summary

BasicSR is an open-source PyTorch-based framework for image and video restoration tasks including super-resolution, denoising, and deblurring. It provides implementations of state-of-the-art models like EDSR, ESRGAN, SwinIR, BasicVSR, and StyleGAN2 with comprehensive training and testing pipelines. The toolbox offers modular design, extensive documentation, and supports both research and practical applications in computer vision.

AI Dev Skills

Unmapped

Convolutional Neural NetworksGenerative Adversarial NetworksSuper-ResolutionImage DenoisingVideo RestorationTransformer ArchitectureStyleGAN ImplementationComputer VisionDeep Learning Model TrainingImage EnhancementVideo Processing

Tags

Convolutional Neural NetworksGenerative Adversarial NetworksSuper-ResolutionImage DenoisingVideo RestorationTransformer ArchitectureStyleGAN ImplementationComputer VisionDeep Learning Model TrainingImage EnhancementVideo ProcessingCloud APIVintage Photo EnhancementVideoMedical Image ImprovementGamingVideo Quality EnhancementImage Super-ResolutionSatellite Image ProcessingBroadcastingFoundation Models for Computer VisionLow-Resolution Image UpscalingE-commerceImagePhoto RestorationMedical ImagingPhotographyGenerative AI for Content EnhancementMedia & EntertainmentTransformer-based Vision ModelsSurveillanceMotion Blur RemovalOn-premiseNoise Reduction in ImagesSelf-hostedPython

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Recent Activity

Updated 1 years ago

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Quality

production
Quality
high
Maturity
production

Categories

Industry: HealthcarePrimarySafety & AlignmentCoding & Dev ToolsHealthcare & BiologyOther AI / MLGenerative MediaFoundation ModelsModel TrainingComputer Vision

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Developer Platform

Languages

Python100.0%

Timeline

Project created
Apr 19, 2018
Forked
Mar 23, 2026
Your last push
1 years ago
Upstream last push
1 years ago
Tracked since
Jul 21, 2024

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