zhengxinChenee's repositories
awesome-AutoML-and-Lightweight-Models
A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.
Awesome-Deblurring
A curated list of resources for Image and Video Deblurring
Awesome-Deep-Compression
Paper list of deep learning based image/video compression.
Awesome-Edge-Detection-Papers
:books: A collection of edge/contour/boundary detection papers and toolbox.
Awesome-Parameter-Efficient-Transfer-Learning
Collection of awesome parameter-efficient fine-tuning resources.
Awesome-Super-Resolution-1
Collect super-resolution related papers, data, repositories
Bjontegaard_metric
Bjontegaard metric calculation. Include BD-PSNR and BD-rate
CompressAI
A PyTorch library and evaluation platform for end-to-end compression research
compression
Learned image compression
Contourlet-CNN
An implementation of Contourlet-CNN based on PyTorch.
CVPR2022-Low-Level-Vision
A Collection of Papers and Codes in CVPR2022 about low level vision
CVPR_2021_Papers
CVPR2021最新论文汇总，主要包括：Transformer, NAS，模型压缩，模型评估，图像分类，检测，分割，跟踪，GAN，超分辨率，图像恢复，去雨，去雾，去模糊，去噪，重建等等
DAN
This is an official implementation of Unfolding the Alternating Optimization for Blind Super Resolution
ddfnet
The official implementation of the CVPR2021 paper: Decoupled Dynamic Filter Networks
fft-conv-pytorch
Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.
High-Resolution-Remote-Sensing-Semantic-Segmentation-PyTorch
PyTorch实现高分遥感语义分割（地物分类）
iclr_17_compression
End-to-end optimized image compression
Invertible-Image-Rescaling
[ECCV 2020] Invertible Image Rescaling
NeuralCompression
A collection of tools for neural compression enthusiasts.
NTIRE2022_ESR
Solution of the NTIRE 2022 Challenge on Efficient Super-Resolution
pacnet
Pixel-Adaptive Convolutional Neural Networks (CVPR '19)
PyTorch-Networks
Pytorch implementation of cnn network
pytorch_wavelets
Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet
reid-strong-baseline
Bag of Tricks and A Strong Baseline for Deep Person Re-identification
SR_Framework
A generic framework which implements all famouts super-resolution models