maxim-pytorch VS swin2sr

Compare maxim-pytorch vs swin2sr and see what are their differences.

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
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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 (by mv-lab)
Compression compression-artifact-reduction Computer Vision deblocking denoising eccv2022 image-denoising Image processing image-restoration image-sr image-super-resolution Jpeg low-level-vision ntire super-resolution Transformer Deep Learning vision-transformer swinir swin2sr
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maxim-pytorch swin2sr
1 2
159 526
- -
1.6 2.6
about 1 year ago 11 months ago
Python Python
Apache License 2.0 Apache License 2.0
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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.

swin2sr

Posts with mentions or reviews of swin2sr. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-01-22.

What are some alternatives?

When comparing maxim-pytorch and swin2sr you can also consider the following projects:

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

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

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.

super-image - Image super resolution models for PyTorch.

GIMP-ML - AI for GNU Image Manipulation Program

image-super-resolution - 🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

VRT - VRT: A Video Restoration Transformer (official repository)

ilo - [ICML 2021] Official implementation: Intermediate Layer Optimization for Inverse Problems using Deep Generative Models

FSRCNN-pytorch - PyTorch implementation of Accelerating the Super-Resolution Convolutional Neural Network (ECCV 2016)

stable-diffusion-webui - Stable Diffusion web UI

maxim-pytorch vs maxim swin2sr vs SwinIR maxim-pytorch vs Restormer swin2sr vs super-image maxim-pytorch vs GIMP-ML swin2sr vs maxim maxim-pytorch vs SwinIR swin2sr vs image-super-resolution maxim-pytorch vs VRT swin2sr vs ilo swin2sr vs FSRCNN-pytorch swin2sr vs stable-diffusion-webui