swin2sr VS super-image

Compare swin2sr vs super-image and see what are their differences.

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
Source Code
arxiv.org
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super-image

Image super resolution models for PyTorch. (by eugenesiow)
super-resolution Computer Vision Image processing Pytorch image-super-resolution Deep Learning
Source Code
eugenesiow.github.io
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swin2sr super-image
2 1
527 139
- -
2.6 2.6
11 months ago 6 months ago
Python Python
Apache License 2.0 Apache License 2.0
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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.

super-image

Posts with mentions or reviews of super-image. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing swin2sr and super-image you can also consider the following projects:

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

deeplake - Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

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

TecoGAN-PyTorch - A PyTorch Reimplementation of TecoGAN: Temporally Coherent GAN for Video Super-Resolution

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

esrgan - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution

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

EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

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

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

Kornia - Geometric Computer Vision Library for Spatial AI

swin2sr vs SwinIR super-image vs deeplake swin2sr vs maxim super-image vs TecoGAN-PyTorch swin2sr vs image-super-resolution super-image vs esrgan swin2sr vs ilo super-image vs EasyOCR swin2sr vs FSRCNN-pytorch super-image vs FSRCNN-pytorch swin2sr vs maxim-pytorch super-image vs Kornia