Library/CodeFormer
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sczhou/CodeFormer

CodeFormer

[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer

Builder

sczhou

sczhou

sczhou • individual

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17,862

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3,710

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Activity Score

0/100

0 commits in 30d

Created

Jun 21, 2022

Project creation date

README Summary

CodeFormer is a robust blind face restoration method that uses a Codebook Lookup Transformer to restore degraded face images without prior knowledge of the degradation type. The approach leverages discrete codebook representations and transformer architecture to achieve high-quality face restoration results. This NeurIPS 2022 paper presents a novel solution for handling various face degradation scenarios in a unified framework.

AI Dev Skills

Unmapped

Vision Transformer ArchitectureCodebook LearningVector QuantizationBlind Image RestorationFace Super-ResolutionGenerative Adversarial NetworksComputer VisionDeep Learning Model TrainingImage ProcessingNeural Network Architecture Design

Tags

Vision Transformer ArchitectureCodebook LearningVector QuantizationBlind Image RestorationFace Super-ResolutionGenerative Adversarial NetworksComputer VisionDeep Learning Model TrainingImage ProcessingNeural Network Architecture DesignIdentity Verification PreprocessingGenerative AILow-Quality Face Image RecoverySelf-hostedFace EnhancementVision TransformersCloud APISelf-supervised LearningFoundation Models for Computer VisionHistorical Photo DigitizationVideo Quality EnhancementMedia and EntertainmentOn-premiseDigital ForensicsOld Photo RestorationImagePhotographySocial MediaHealthcarePython

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Recent Activity

Updated 4 months ago

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Quality

research
Quality
high
Maturity
research

Categories

Safety & AlignmentPrimaryFoundation ModelsCoding & Dev ToolsHealthcare & BiologyOther AI / MLModel TrainingGenerative MediaComputer Vision

PM Skills

Scale & Reliability

Languages

Python100.0%

Timeline

Project created
Jun 21, 2022
Forked
Mar 22, 2026
Your last push
4 months ago
Upstream last push
4 months ago
Tracked since
Nov 18, 2025

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