Top 8 Python deblurring Projects

GIMP-ML

8 1,347 0.0 Python

AI for GNU Image Manipulation Program

Project mention: installing python 2.7 in xfce4 termux android. | /r/termux | 2023-04-26

VRT

1 1,244 0.0 Python

VRT: A Video Restoration Transformer (official repository)
WorkOS

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maxim

1 940 0.0 Python

[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.
traiNNer

4 275 0.0 Python

traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.

Project mention: Unable to run stable diffusion locally | /r/StableDiffusion | 2023-06-07

git clone https://github.com/victorca25/traiNNer.git

DeFMO

1 164 1.8 Python

[CVPR 2021] DeFMO: Deblurring and Shape Recovery of Fast Moving Objects
maxim-pytorch

1 159 1.6 Python

[CVPR 2022 Oral] PyTorch re-implementation for "MAXIM: Multi-Axis MLP for Image Processing", with *training code*. Official Jax repo: https://github.com/google-research/maxim

Project mention: Need help to reduce vision transformer patch artifacts | /r/computervision | 2023-04-28

Hi there, i'm trying to do image enhancement task. Basically you give it some image and it makes it more colorful, vibrant, changes up some exposure and other things. I'm implementing it with Google Maxim architecture in pytorch. Unfortunately they dont include training code (original one is in JAX) and pyotorch only has the network, not training code.

DE-GAN

1 151 0.0 Python

Document Image Enhancement with GANs - TPAMI journal

Project mention: Is there an AI that can un-grain text? | /r/MLQuestions | 2023-05-04

Looks like you could try DE-GAN https://github.com/dali92002/DE-GAN

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Ghost-DeblurGAN

1 34 3.4 Python

This is a lightweight GAN developed for real-time deblurring. The model has a super tiny size and a rapid inference time. The motivation is to boost marker detection in robotic applications, however, you may use it for other applications definitely.

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).