swin2sr
maxim-pytorch
swin2sr | maxim-pytorch | |
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2 | 1 | |
527 | 159 | |
- | - | |
2.6 | 1.6 | |
11 months ago | about 1 year ago | |
Python | Python | |
Apache License 2.0 | Apache License 2.0 |
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swin2sr
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Braided Beauty in a Pretty City
Upscaling model can be found here, and instructions for use in Automatic1111 WebUI can be found here.
- The DEFINITIVE Comparison to Upscalers
maxim-pytorch
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Need help to reduce vision transformer patch artifacts
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?
SwinIR - SwinIR: Image Restoration Using Swin Transformer (official repository)
maxim - [CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.
super-image - Image super resolution models for PyTorch.
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.
GIMP-ML - AI for GNU Image Manipulation Program
image-super-resolution - 🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
ilo - [ICML 2021] Official implementation: Intermediate Layer Optimization for Inverse Problems using Deep Generative Models
VRT - VRT: A Video Restoration Transformer (official repository)
FSRCNN-pytorch - PyTorch implementation of Accelerating the Super-Resolution Convolutional Neural Network (ECCV 2016)
stable-diffusion-webui - Stable Diffusion web UI