GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
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Dec 30, 2021 - Python
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image-restoration
Here are 128 public repositories matching this topic...
Bringing Old Photo Back to Life (CVPR 2020 oral)
photos
pytorch
generative-adversarial-network
image-manipulation
gans
image-restoration
old-photo-restoration
photo-restoration
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Nov 24, 2021 - Python
Real-ESRGAN aims at developing Practical Algorithms for General Image Restoration.
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Jan 2, 2022 - Python
Collection of popular and reproducible image denoising works.
art
benchmarking
deep-learning
image-reconstruction
reproducible-research
image-processing
cnn
noise
summary
performance-analysis
arxiv
curated-list
implementation
inverse-problems
noise-reduction
image-denoising
image-restoration
recovery-image
state-of-the-art
denoising-algorithms
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Dec 5, 2021
SwinIR: Image Restoration Using Swin Transformer
transformer
image-denoising
image-restoration
image-super-resolution
low-level-vision
vision-transformer
image-deblocking
compression-artifact-reduction
real-world-image-super-resolution
lightweight-image-super-resolution
image-sr
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Dec 4, 2021 - Python
Official repository for "Multi-Stage Progressive Image Restoration" (CVPR 2021). SOTA results for Image deblurring, deraining, and denoising.
computer-vision
pytorch
image-denoising
image-restoration
image-deblurring
low-level-vision
multistage-network
image-deraining
cvpr2021
progressive-restoration
cvpr21
cvpr-2021
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Nov 25, 2021 - Python
Learning Deep CNN Denoiser Prior for Image Restoration (CVPR, 2017) (Matlab)
image-inpainting
image-denoising
image-restoration
image-deblurring
single-image-super-resolution
color-demosaicking
deep-model
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Oct 9, 2021 - MATLAB
AI无损放大工具
anime
vulkan
waifu2x
lossless
super-resolution
image-enlarger
image-restoration
jpeg-compression
esrgan
anime4k
waifu2x-ncnn-vulkan
esrgans
real-esrgan
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Oct 3, 2021 - C#
A Collection of Papers and Codes for CVPR2021/CVPR2020 Low Level Vision
computer-vision
image-reconstruction
super-resolution
image-denoising
image-restoration
image-deblurring
image-enhancement
frame-interpolation
image-quality-assessment
low-level-vision
image-dehazing
image-demoireing
cvpr2020
image-deraining
image-impainting
cvpr2021
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Aug 18, 2021
A Tensorflow implementation of RetinexNet
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Dec 2, 2020 - Python
Official repository for "Learning Enriched Features for Real Image Restoration and Enhancement" (ECCV 2020). SOTA results for image denoising, super-resolution, and image enhancement.
computer-vision
pytorch
attention-mechanism
super-resolution
image-denoising
image-restoration
image-enhancement
low-level-vision
eccv2020
multi-resolution-streams
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Sep 19, 2021 - Python
Code for deep generative prior (ECCV2020 oral)
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Nov 22, 2021 - Python
Contrast Enhancement Techniques for low-light images
computer-vision
image-processing
contrast
image-manipulation
image-restoration
contrast-enhancement
image-enhancment
low-light
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Jun 28, 2018 - MATLAB
Pytorch implementation of Structure-Preserving Super Resolution with Gradient Guidance (CVPR 2020 & TPAMI 2021)
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Oct 12, 2021 - Python
Official repository for "CycleISP: Real Image Restoration via Improved Data Synthesis" (CVPR 2020--Oral)
computer-vision
pytorch
image-denoising
image-restoration
low-level-vision
data-synthesis
raw2rgb
cvpr2020
camera-imaging-pipeline
cycleisp
rgb2raw
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Jul 26, 2021 - Python
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising (TIP, 2018)
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Oct 9, 2021 - MATLAB
TensorFlow JS models for MIRNet for low-light💡 image enhancement
nodejs
javascript
computer-vision
deep-learning
tensorflow
machinelearning
image-restoration
image-super-resolution
tfjs
madewithtfjs
tfjs-converter
tfjs-model
multi-resolution-streams
mirnet-tfjs
mirnet-model
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May 14, 2021 - Jupyter Notebook
Pytorch implementation of Deep Face Super-Resolution with Iterative Collaboration between Attentive Recovery and Landmark Estimation (CVPR 2020)
computer-vision
deep-learning
super-resolution
image-restoration
face-hallucination
iterative-reconstruction
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Aug 10, 2021 - Python
Code repo for "Cross-Scale Internal Graph Neural Network for Image Super-Resolution" (NeurIPS'20)
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Feb 23, 2021 - Python
Official repository for "Restormer: Efficient Transformer for High-Resolution Image Restoration". SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.
pytorch
transformer
image-restoration
image-deblurring
motion-deblurring
low-level-vision
defocus-deblurring
image-deraining
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Dec 10, 2021 - Python
Official repository of the paper "HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment".
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Dec 6, 2020 - Python
Code and data for the research paper "A Bio-Inspired Multi-Exposure Fusion Framework for Low-light Image Enhancement" (Submitted to IEEE Transactions on Cybernetics)
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Mar 16, 2019 - MATLAB
Image denoising using deep CNN with batch renormalization(Neural Networks,2020)
python
deep-learning
keras
cnn
python2
cnn-keras
image-denoising
residual-learning
image-restoration
batch-renormalization
low-level-vision
dilated-convolution
real-noise
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Jul 1, 2021 - Python
Towards Flexible Blind JPEG Artifacts Removal (FBCNN, ICCV 2021)
computer-vision
deep-learning
image-processing
pytorch
image-denoising
image-restoration
jpeg-deblocking
jpeg-compression
iccv2021
fbcnn
jpeg-artifacts-removal
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Oct 11, 2021 - Python
A Collection of Papers and Codes for ECCV2020 Low Level Vision or Image Reconstruction
computer-vision
image-reconstruction
super-resolution
image-denoising
image-restoration
image-deblurring
image-enhancement
image-quality-assessment
low-level-vision
image-dehazing
image-demoireing
eccv2020
image-deraining
image-impainting
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Oct 28, 2021
Source code for UWGAN: Underwater GAN for Real-world Underwater Color Restoration and Dehazing
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Jul 2, 2020 - Python
kimberly990
commented
Oct 1, 2021
The ability to change which augmentation preset is being used at different points in training would be great. For example, at 10k iterations, resrgan_blur could be used, but at 30k it's automatically switched to bsrgan_blur.
This was discussed in the #trainner channel on the GU Discord server
Edit: A possible expansion on this idea, augmentation preset strengths. I'm not sure how it'd functi
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Hi,
Thanks for your sharing.
I see there is not residual structure in the AdaFM module.
Why it returns self.transformer(x) + x instead of self.transformer(x) ?
Thanks.