PyTorch implementation of our paper Road Sign Classification with Denoising Pipeline Approach
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Nov 5, 2025 - Python
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swinir
Here are 17 public repositories matching this topic...
Deep Learning-based Image Restoration — Implements SwinIR for super-resolution and LaMa for large-mask inpainting, with custom dataset preparation, mask generation, and evaluation metrics (PSNR, SSIM, FID, IS).
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Aug 28, 2025 - Jupyter Notebook
All image enhancement and restoration tools
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Jul 25, 2025 - Python
ImageEditor is a PyQt5-based GUI application for advanced AI-powered image processing. It supports operations such as denoising, super-resolution, background removal, canvas resizing, and format conversion. It integrates powerful models such as SCUNet, SwinIR, and U²-Net.
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Jun 5, 2025 - 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
Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.
pytorch super-resolution srgan restoration edsr srresnet rcan esrgan edvr basicsr stylegan2 dfdnet basicvsr swinir ecbsr
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Jul 21, 2024 - Python
WindSR Dataset contains more than 22,000 pairs of HR/LR wind speed images, which are processed using the NASA's GEOS-5 Nature Run dataset. This dataset is useful for studying super-resolution for data collected using satellites rather natural RGB images.
deep-learning nasa gan wind-speed upsampling super-resolution srgan image-enhancement esrgan bsrgan swinir windsr
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Jan 18, 2024
Video Frame Interpolation & Super Resolution using NVIDIA's TensorRT & Tencent's NCNN inference, beautifully crafted and packaged into a single app
electron amd intel artificial-intelligence nvidia video-processing super-resolution vapoursynth upscaling cain tensorrt ncnn frame-interpolation esrgan rife dpir swinir realcugan realesrgan gmfss
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Jan 15, 2024 - JavaScript
🌊 A Human-in-the-Loop workflow for creating HD images from text
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May 16, 2023 - Python
A repository of models trained by me!
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Mar 11, 2023
Analysis resources for the Inter IIT Tech Meet 11.0 problem statement by ISRO: The Chandrayaan Moon Mapping Challenge
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Feb 8, 2023 - Python
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Feb 6, 2023 - Python
A High Quality (HD / 2K / 4K) Image Generation Using Stable Diffusion and Real-ESR / SwinIR /GFPGAN
artwork colab diffusion latent high-quality-images diffusion-models real-esrgan gfpgan swinir stable-diffusion hd-images-using-stable-diffusion
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Dec 29, 2022 - Jupyter Notebook
A multistage text to image framework. Built from a inference-reduced set of min-dalle, glid-3-xl, and SwinIR.
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Aug 24, 2022 - Jupyter Notebook
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