image-deblurring

Open-source projects categorized as image-deblurring
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Topics: Pytorch low-level-vision image-restoration defocus-deblurring image-denoising
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Top 4 image-deblurring Open-Source Projects

  • Awesome-Deblurring

    A curated list of resources for Image and Video Deblurring

  • NAFNet

    The state-of-the-art image restoration model without nonlinear activation functions.

    • Project mention: Workflow to denoise low quality images? | /r/comfyui | 2023-11-29

    I've tried using NAFNet but this simply does not work on most images I've tried. I've tried using VEAencode then using low denoise parameter on a KSampler while describing the image as much as possible and did not get good results as well.

  • InfluxDB

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  • Restormer

    [CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

  • MPRNet

    [CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

image-deblurring related posts

  • Workflow to denoise low quality images?

    1 project | /r/comfyui | 29 Nov 2023

  • Can someone help me? Hit and run

    1 project | /r/Dashcam | 9 Apr 2023

  • Think my gf of 8 years cheated - can anyone make the text In the cropped picture readable

    1 project | /r/ImageStabilization | 9 Mar 2023

  • Best AI models for image resolution upscaling?

    1 project | /r/MediaSynthesis | 17 Aug 2022

  • Denoising image gives corrupted result

    1 project | /r/computervision | 15 Aug 2022

  • NAFNet: Nonlinear Activation Free Network for Image Restoration

    1 project | /r/hypeurls | 4 Aug 2022

  • Removing blur from images – deconvolution and using simple image filters

    1 project | news.ycombinator.com | 26 May 2022
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Index

What are some of the best open-source image-deblurring projects? This list will help you:

Project Stars
1 Awesome-Deblurring 2,267
2 NAFNet 2,002
3 Restormer 1,554
4 MPRNet 1,106

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