a cross-platform image super-resolution tool
electron i18n typescript computer-vision cross-platform image-processing pytorch super-resolution low-level-vision vue3
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Oct 21, 2025 - TypeScript
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low-level-vision
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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
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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Oct 23, 2025 - Python
A Collection of Papers and Codes for CVPR2025/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 cvpr2025
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Jul 24, 2025
VRT: A Video Restoration Transformer (official repository)
video transformer super-resolution restoration deblurring denoising low-level-vision video-super-resolution video-denoising video-deblurring sr video-restoration vision-transformer video-sr
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Jun 18, 2023 - Python
[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
[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang
deep-learning pytorch generative-adversarial-network ukraine iccv low-level-vision deblurgan iccv2019
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Jul 14, 2022 - Python
[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
[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 all-in-one-image-restoration
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Aug 7, 2024 - Python
UniWorld: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation
image-editing diffusion vlm image-understanding unify low-level-vision high-level-feature text-to-image-generation unify-ai
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Oct 23, 2025 - Python
π₯ π₯ π₯ A paper list of some recent Computer Vision(CV) works
awesome image-classification image-captioning image-generation object-detection image-segmentation video-understanding image-denoising pose-estimation image-fusion image-enhancement video-generation low-level-vision image-dehazing panoptic-segmentation paper-list paper-code keypoint-detection papers-with-code vision-transformer
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Oct 24, 2025
[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. 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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Apr 18, 2024 - Python
[ECCV] Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 3.3M runs https://replicate.com/mv-lab/swin2sr
compression computer-vision deep-learning jpeg image-processing transformer super-resolution image-denoising image-restoration denoising image-super-resolution ntire low-level-vision deblocking vision-transformer compression-artifact-reduction swinir image-sr eccv2022 swin2sr
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Aug 19, 2024 - Python
[CVPR 2023] Official implementation for "CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion."
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Jan 15, 2025 - Python
[CVPR 2020--Oral] CycleISP: Real Image Restoration via Improved Data Synthesis
computer-vision pytorch image-denoising image-restoration low-level-vision data-synthesis raw2rgb cvpr2020 camera-imaging-pipeline cycleisp rgb2raw
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Sep 24, 2024 - Python
π [BMVC 2022] You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction. SOTA for low light enhancement, 0.004 seconds try this for pre-processing.
image-reconstruction pytorch image-restoration image-enhancement low-level-vision transformer-architecture exposure-correction bmvc low-light-enhance transformer-models low-light-image-enhancement
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Feb 27, 2024 - Python
Attentive Generative Adversarial Network for Raindrop Removal from A Single Image (CVPR 2018)
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Jun 29, 2018 - Python
AI Image Signal Processing and Computational Photography. Official library for NTIRE (CVPR) and AIM (ICCV/ECCV) Challenges. You will find Learned ISPs, RAW Restoration-Upsampling-Reconstruction, Image Enhancement, Bokeh rendering and more!
computer-vision deep-learning camera image-processing rgb isp raw imaging inverse-problems computational-photography cvpr image-restoration deblurring denoising image-enhancement ntire low-level-vision mobile-ai
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Mar 5, 2025 - Jupyter Notebook
A Repository for Diffusion-Model-related Papers in Low-level Vision
survey video-processing remote-sensing image-inpainting medical-image-processing image-fusion image-deblurring image-super-resolution diffusion-model low-level-vision image-dehazing low-light-image-enhancement
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Feb 23, 2025
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