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Restoration
记录近期的 1) 图像/视频的超分增强等low level vision任务; 2) 图像生成 等任务相关论文, 主要为18年以后的DL based方法.
Official Implementation of "Flare7K: A Phenomenological Nighttime Flare Removal Dataset"
SwinIR: Image Restoration Using Swin Transformer (official repository)
PyTorch codes for "Real-World Blind Super-Resolution via Feature Matching with Implicit High-Resolution Priors", ACM MM2022 (Oral)
Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch
Official repository of "Investigating Tradeoffs in Real-World Video Super-Resolution"
[CVPR 2020--Oral] CycleISP: Real Image Restoration via Improved Data Synthesis
Learning to See in the Dark. CVPR 2018
Code for "Toward Convolutional Blind Denoising of Real Photographs", CVPR 2019
Code for C2-Matching (CVPR2021). Paper: Robust Reference-based Super-Resolution via C2-Matching.
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
Bringing Old Photo Back to Life (CVPR 2020 oral)
Learning Continuous Image Representation with Local Implicit Image Function, in CVPR 2021 (Oral)
Repository for Real-World Blur Dataset for Learning and Benchmarking Deblurring Algorithms
Blind Face Restoration via Deep Multi-scale Component Dictionaries (ECCV 2020)
PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)
An implementation of 'Deep Bilateral Learning for Real-Time Image Enhancement', SIGGRAPH 2017
official Pytorch implementation of ICCV 2021 paper FuseFormer: Fusing Fine-Grained Information in Transformers for Video Inpainting.
Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!
Stable Diffusion web UI
[ECCV 2020] Flow-edge Guided Video Completion
[ECCV 2022] LEDNet: Joint Low-light Enhancement and Deblurring in the Dark
Official Implementation of CVPR 2023 paper "Nighttime Smartphone Reflective Flare Removal using Optical Center Symmetry Prior"
[IJCV2024] Exploiting Diffusion Prior for Real-World Image Super-Resolution
[ICCV 2023, Oral] Iterative Prompt Learning for Unsupervised Backlit Image Enhancement
ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting (NeurIPS@2023 Spotlight, TPAMI@2024)
[NeurIPS 2023] PGDiff: Guiding Diffusion Models for Versatile Face Restoration via Partial Guidance
[ICCV 2023] ProPainter: Improving Propagation and Transformer for Video Inpainting