VRT VS maxim-pytorch

Compare VRT vs maxim-pytorch and see what are their differences.

VRT

VRT: A Video Restoration Transformer (official repository) (by JingyunLiang)
Transformer video-restoration low-level-vision vision-transformer video-super-resolution video-deblurring video-denoising video-sr super-resolution sr deblurring denoising Video restoration
Source Code
arxiv.org
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maxim-pytorch

[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 (by vztu)
Architecture Computer Vision deblurring dehazing denoising deraining enhancement Image image-enhancement Image processing image-restoration low-level-vision mlp restoration retouching Transformer
Source Code
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VRT maxim-pytorch
1 1
1,244 159
- -
0.0 1.6
10 months ago about 1 year ago
Python Python
GNU General Public License v3.0 or later Apache License 2.0
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VRT

Posts with mentions or reviews of VRT. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-09-26.

maxim-pytorch

Posts with mentions or reviews of maxim-pytorch. We have used some of these posts to build our list of alternatives and similar projects.
  • Need help to reduce vision transformer patch artifacts
    1 project | /r/computervision | 28 Apr 2023
    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.

What are some alternatives?

When comparing VRT and maxim-pytorch you can also consider the following projects:

articulated-animation - Code for Motion Representations for Articulated Animation paper

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

InstColorization

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.

RethinkVSRAlignment - (NIPS 2022) Rethinking Alignment in Video Super-Resolution Transformers

GIMP-ML - AI for GNU Image Manipulation Program

swin2sr - 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

SwinIR - SwinIR: Image Restoration Using Swin Transformer (official repository)

VRT vs articulated-animation maxim-pytorch vs maxim VRT vs InstColorization maxim-pytorch vs Restormer VRT vs RethinkVSRAlignment maxim-pytorch vs GIMP-ML maxim-pytorch vs swin2sr maxim-pytorch vs SwinIR