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awesome

😎 Awesome lists about all kinds of interesting topics

awesome-computer-vision

A curated list of awesome computer vision resources

Awesome-Visual-Transformer

Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)

Awesome-Knowledge-Distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

Awesome-Super-Resolution

Collect super-resolution related papers, data, repositories

Knowledge-Distillation-Zoo

Pytorch implementation of various Knowledge Distillation (KD) methods.

RepLKNet-pytorch

Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs (CVPR 2022)

awesome_lightweight_networks

The implementation of various lightweight networks by using PyTorch. such as：MobileNetV2，MobileNeXt，GhostNet，ParNet，MobileViT、AdderNet，ShuffleNetV1-V2，LCNet，ConvNeXt，etc. ⭐⭐⭐⭐⭐

Invertible-Image-Rescaling

[ECCV 2020, IJCV 2022] Invertible Image Rescaling

MambaIR

[ECCV2024] An official pytorch implement of the paper "MambaIR: A simple baseline for image restoration with state-space model".

Anim-NeRF

Official_Remote_Sensing_Mamba

Official code of Remote Sensing Mamba

Omni-SR

[CVPR2023] Implementation of ''Omni Aggregation Networks for Lightweight Image Super-Resolution".

Non-Local-Sparse-Attention

PyTorch code for our paper "Image Super-Resolution with Non-Local Sparse Attention" (CVPR2021).

VmambaIR

This is official implementtaion of "VmambaIR: Visual State Space Model for Image Restoration"

RLFN

Winner of runtime track in NTIRE 2022 challenge on Efficient Super-Resolution

dynconv

Code for Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference (CVPR2020)

ASAPNet

pytorch_models

CNN经典网络结构复现：LeNet5、AlexNet、VGG、ResNet、InceptionNet等。

SPIN

The offical implementation of "Lightweight Image Super-Resolution with Superpixel Token Interaction" (ICCV2023)

MobileSR-NTIRE2022

[NTIRE 2022, EfficientSR] MobileSR: A Mobile-friendly Transformer for Efficient Image Super-Resolution

Wavelet-Domain-Style-Transfer-for-an-Effective-Perception-distortion-Tradeoff-in-Single-Image-Super-

ICCV 2019 oral presentation

UFG

TransENet

Transformer-based Multi-Stage Enhancement for Remote Sensing Image Super-Resolution (accepted by TGRS)

OLI2MSI

a dataset for remote sensing super-resolution

LBNet

This repository is an official PyTorch implementation of the paper "Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive Transformer". (IJCAI 2022)

Remote-Sensing-Image-Super-Resolution-Papers

FeNet

code for FeNet published in IEEE TGRS

CTNet

WSR

Official PyTorch implement for WSR (Towards Lighter and Faster: Learning Wavelets Progressively for Image Super-Resolution).