Rookielike's repositories
openvino_training_extensions
Trainable models and NN optimization tools
albumentations_examples
Augmentations usage examples for albumentations library
algorithm-pattern
算法模板，最科学的刷题方式，最快速的刷题路径，你值得拥有~
antialiased-cnns
pip install antialiased-cnns to improve stability and accuracy
BasicSR
Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, etc. Also support StyleGAN2, DFDNet.
BEVDet
Official code base of the BEVDet series .
CARAFE
Unofficial implementation of CARAFE: Content-Aware ReAssembly of FEatures. Pure pytorch imp
CBDNet
Code for "Toward Convolutional Blind Denoising of Real Photographs", CVPR 2019
CycleISP
Official repository for "CycleISP: Real Image Restoration via Improved Data Synthesis" (CVPR 2020--Oral)
EDSR-PyTorch
PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)
G-ResNeXt_GroupNet
re-implement of Group ConvNet, also be called as G-ResNext. It's from the paper, reproduction of the paper "Differentiable Learning-to-Group Channels via Groupable Convolutional Neural Networks".
GCNet
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond
local-relational-nets
A Pytorch implementation for the paper Local Relational Networks for Image Recognition (https://arxiv.org/pdf/1904.11491.pdf)
MAI-2021-Workshop
MAI 2021 Workshop
mlp-mixer-pytorch
An All-MLP solution for Vision, from Google AI
mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
MPRNet
Official repository for "Multi-Stage Progressive Image Restoration". SOTA results for image deblurring, deraining, and denoising.
PSConv
[ECCV 2020] PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer
PyTorch-Deep-Learning-Template
A Pytorch Computer Vision template to quick start your next project! 🚀🚀
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
PyTorch-Networks
Pytorch implementation of cnn network
SFM
(ECCV 2020) Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks
shake-drop_pytorch
PyTorch implementation of shake-drop regularization
SwinIR
SwinIR: Image Restoration Using Swin Transformer
TBC-TiedBlockConvolution
[AAAI 2021] Pytorch implementation for "Tied Block Convolution: Leaner and Better CNNs with Shared Thinner Filters."
uformer-pytorch
Implementation of Uformer, Attention-based Unet, in Pytorch