IterationSeries's repositories
AHDRNet
Attention-guided Network for Ghost-free High Dynamic Range Imaging
BiSeNet-1
BiSeNet based on pytorch
convolution-vision-transformers
PyTorch Implementation of CvT: Introducing Convolutions to Vision Transformers
DeblurGANv2
[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang
flops-counter.pytorch
Flops counter for convolutional networks in pytorch framework
flownet2-pytorch
Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
focal-frequency-loss
[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis
FSRCNN-pytorch
PyTorch implementation of Accelerating the Super-Resolution Convolutional Neural Network (ECCV 2016)
GTCNN
Gated Texture CNN for Efficient and Configurable Image Denoising
halonet-pytorch
Implementation of the 😇 Attention layer from the paper, Scaling Local Self-Attention For Parameter Efficient Visual Backbones
IC-Conv
Official pytorch implementation of paper "Inception Convolution with Efficient Dilation Search" (CVPR 2021 Oral).
InvDN
Implementation for the paper: Invertible Denoising Network: A Light Solution for Real Noise Removal (CVPR2021).
learn2learn
A PyTorch Library for Meta-learning Research
ML-NLP
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
MZSR
Meta-Transfer Learning for Zero-Shot Super-Resolution (CVPR, 2020)
NBNet
NBNet: Noise Basis Learning for Image Denoising with Subspace Projection
PMRID
ECCV2020 - Practical Deep Raw Image Denoising on Mobile Devices
pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
pytoflow
The py version of toflow → https://github.com/anchen1011/toflow
pytorch-meta
A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch
RAW2RGBNet
Winning solution in AIM 2019 RAW to RGB Mapping Challenge (ICCV2019W)
RepVGG
RepVGG: Making VGG-style ConvNets Great Again
SADNet
Pytorch code for "Spatial-Adaptive Network for Single Image Denoising"
SingleHDR
[CVPR 2020] Single-Image HDR Reconstruction by Learning to Reverse the Camera Pipeline
Unet-Segmentation-Pytorch-Nest-of-Unets
Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet
vision
Datasets, Transforms and Models specific to Computer Vision