GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
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Jul 26, 2024 - Python
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image-restoration
Here are 389 public repositories matching this topic...
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
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Aug 6, 2024 - Python
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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Oct 26, 2023 - Python
SwinIR: Image Restoration Using Swin Transformer (official repository)
decompression transformer super-resolution image-denoising image-restoration restoration denoising image-super-resolution low-level-vision deblocking vision-transformer image-deblocking compression-artifact-reduction real-world-image-super-resolution lightweight-image-super-resolution image-sr
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May 14, 2024 - Python
[ECCV 2024] codes of DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior
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Dec 12, 2024 - 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
The state-of-the-art image restoration model without nonlinear activation functions.
pytorch image-denoising image-restoration image-deblurring denoise low-level-vision deblur eccv2022 stereo-super-resolution
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Jul 3, 2024 - Python
[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.
pytorch transformer high-resolution image-restoration image-deblurring motion-deblurring low-level-vision defocus-deblurring image-deraining efficient-transformers cvpr2022
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Aug 16, 2024 - Python
Unofficial implementation of Palette: Image-to-Image Diffusion Models by Pytorch
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Jul 7, 2023 - Python
NCNN implementation of Real-ESRGAN. Real-ESRGAN aims at developing Practical Algorithms for General Image Restoration.
anime amd gpu vulkan intel nvidia super-resolution image-restoration denoise ncnn esrgan real-esrgan jpeg-compresion
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May 10, 2024 - C
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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Jun 15, 2024 - C#
[CVPR 2021] Multi-Stage Progressive Image Restoration. 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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Apr 18, 2024 - Python
[ICLR 2023 Oral] Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model
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Apr 25, 2024 - Python
A Collection of Papers and Codes for CVPR2024/CVPR2021/CVPR2020 Low Level Vision
computer-vision image-reconstruction image-processing image-compression 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 cvpr2021 cvpr2024 c-v-p-r
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Oct 18, 2024
[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.
image computer-vision architecture image-processing transformer mlp enhancement image-restoration restoration deblurring denoising dehazing image-enhancement low-level-vision deraining retouching
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Jun 9, 2023 - Python
"Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement" (ICCV 2023) & (NTIRE 2024 Challenge)
detection transformer object-detection image-restoration ntire low-light-enhance basicsr nighttime-enhancement low-light-image-enhancement low-light-vision low-light-enhancer iccv2023 low-light-enhancement
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Aug 7, 2024 - Python
[CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".
deep-learning pytorch image-denoising image-restoration image-deblurring image-demoireing image-deraining
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Oct 24, 2024 - Python
[CVPR'20] TTSR: Learning Texture Transformer Network for Image Super-Resolution
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Jul 24, 2022 - Python
[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.
deep-learning prompt pytorch image-denoising image-restoration image-deblurring low-level-vision shadow-removal image-dehazing face-inpainting vision-language diffusion-models low-light-image-enhancement image-deraining jpeg-artifacts-removal image-desnowing
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Aug 7, 2024 - Python
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