1997Jessie

vmaf

Perceptual video quality assessment based on multi-method fusion.

Uformer

[CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".

Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

best_AI_papers_2022

A curated list of the latest breakthroughs in AI (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.

DeepLearning_tutorials

The deeplearning algorithms implemented by tensorflow

Keras-Implementation-of-U-Net-R2U-Net-Attention-U-Net-Attention-R2U-Net.-

Keras Implementation of U-Net, R2U-Net, Attention U-Net, Attention R2U-Net.

MultiResUNet

MultiResUNet : Rethinking the U-Net architecture for multimodal biomedical image segmentation

external-internal-inpainting

[CVPR 2021] EII: Image Inpainting with External-Internal Learning and Monochromic Bottleneck

CSA-inpainting

Coherent Semantic Attention for image inpainting(ICCV 2019)

MAT

MAT: Mask-Aware Transformer for Large Hole Image Inpainting

trivialaugment

This is the official implementation of TrivialAugment and a mini-library for the application of multiple image augmentation strategies including RandAugment and TrivialAugment.

PaddleClas

A treasure chest for visual classification and recognition powered by PaddlePaddle

ECANet

Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

EPSANet

Pyramid-Attention-Networks

[IJCV] Pyramid Attention Networks for Image Restoration: new SOTA results on multiple image restoration tasks: denoising, demosaicing, compression artifact reduction, super-resolution

gmflow

[CVPR'22 Oral] GMFlow: Learning Optical Flow via Global Matching

External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

TorchCAM

CAM', 'ScoreCAM', 'SSCAM', 'ISCAM' 'GradCAM', 'GradCAMpp', 'SmoothGradCAMpp', 'XGradCAM', 'LayerCAM' using by PyTorch.

Image-Inpainting

A paper summary of image inpainting

Color-Transfer-between-Images

This is the open-source implement the paper "Color Transfer between Images" by Erik Reinhard, Michael Ashikhmin, Bruce Gooch and Peter Shirley.

PyPatchMatch

PatchMatch based image inpainting for C++ and Python.

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

misf

score_sde

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

stylegan2

StyleGAN2 - Official TensorFlow Implementation

ResNetXt-PyTorch

PyTorch implements `Aggregated Residual Transformations for Deep Neural Networks` paper.

HorNet

[NeurIPS 2022] HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions

ConvNeXt

Code release for ConvNeXt model

stylegan2-pytorch

Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch

RGTSI

Code and datasets of ICIP 2022 paper 'Reference-Guided Texture and Structure Inference for Image Inpainting'