dslisleedh

PLKSR

Arxiv - Partial Large Kerenl CNNs for Efficient Super-Resolution

Download_df2k

DF2K dataset download script

dslisleedh_cv

EquivalentTransformExample-torch

Example of ET proposed in ETDS: Equivalent Transformation and Dual Stream Network Construction for Mobile Image Super-Resolution (CVPR 2023)

FF-jax

Unofficial implementation of forward-forward algorithm using jax

FlaxSR

NLPProject

VisionTransformers-tensorflow2

IQA-jax

Image Quality Assessment library for jax. Converts the Numpy implementations from BasicSR into Jax.Numpy.

NCNet-flax

Unofficial implementation of NCNet using flax and jax

ALOFT

BasicSR

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

btc

BTC: B-spline Texture Coefficients Estimator for Screen Content Image Super-Resolution

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

deep-image-prior

Image restoration with neural networks but without learning.

DLGSANet

dslisleedh

dslisleedh.github.io

Jekyll Theme

DualPatchNorm-tensorflow2

Unofficial implementation of DualPatchNorm using tensorflow2. Include ablation study code too.

ELAN-flax

FasterDIP-devil-in-upsampling

[ICCV2023] The Devil is in the upsampling: Architectural Decisions Made Simpler for Denoising with Deep Image Prior

Generative_models-flax

INR-SuperResolutions

liif

Learning Continuous Image Representation with Local Implicit Image Function, in CVPR 2021 (Oral)

Optimizer_from_scratch

sandbox

for image link.

SimpleImplementations

SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

vq_vae-flax

X-Restormer

Arxiv：A Comparative Study of Image Restoration Networks for General Backbone Network Design