shenxia123's starred repositories

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Language:PythonLicense:MITStargazers:19375Issues:146Issues:261

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

Language:PythonLicense:MITStargazers:16161Issues:220Issues:156

MIRNet

[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.

Language:PythonLicense:NOASSERTIONStargazers:652Issues:14Issues:38

Sparse-Depth-Completion

Predict dense depth maps from sparse and noisy LiDAR frames guided by RGB images. (Ranked 1st place on KITTI) [MVA 2019]

Language:PythonLicense:NOASSERTIONStargazers:473Issues:17Issues:52

DDRNet

The official implementation of "Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes"

Language:PythonLicense:MITStargazers:395Issues:6Issues:49

deep_image_prior

Image reconstruction done with untrained neural networks.

Language:PythonLicense:Apache-2.0Stargazers:211Issues:8Issues:3

freemodbus

A Modbus ASCII/RTU and TCP implementation

Language:CLicense:NOASSERTIONStargazers:208Issues:14Issues:10

RCDNet

【CVPR2020, Interpretable Network】A Model-driven Deep Neural Network for Single Image Rain Removal

NAS-DIP-pytorch

[ECCV 2020] NAS-DIP: Learning Deep Image Prior with Neural Architecture Search

Language:PythonStargazers:126Issues:9Issues:0

ResNet50-Unet

Segmentation for vertebra in MR images

uformer-pytorch

Implementation of Uformer, Attention-based Unet, in Pytorch

Language:PythonLicense:MITStargazers:92Issues:2Issues:2

TMUnet

Contextual Attention Network: Transformer Meets U-Net

Language:Jupyter NotebookStargazers:92Issues:1Issues:14

SOMatch

A Framework for Deep Learning-based Sparse SAR-Optical Image Matching

Language:PythonLicense:MITStargazers:49Issues:2Issues:16

Image-Restoration

Image registration using pytorch

Language:PythonLicense:MITStargazers:36Issues:2Issues:3

Image-Restoration-deep-learning

Restoring images of damaged paintings using in-painting. Damaged paintings have discolored patches where the paint has faded or fallen off. This project uses image in-painting to fill and restore these lost regions. The models include context-encoders, GANS, conditional GANS and pixel diffusion.

ModBus

Library for Modbus, master/slave, ASCII/RTU, C language, for STM32 and most platform

Language:CLicense:MITStargazers:21Issues:1Issues:1

Transformer-Unet

Unet implementation with transformer encoder

Language:PythonStargazers:18Issues:1Issues:0

Image-Reconstruction-for-Multimode-Fiber-Imaging-System

Reconstruct original image from distorted speckle pattern with deep learning networks

Language:Jupyter NotebookStargazers:16Issues:1Issues:0

VAEGAN

try VAE GANLoss + SSIM loss in anomaly Detection

Language:PythonLicense:MITStargazers:13Issues:2Issues:0

ViTResUNet-Based-Medical-Image-Segmentation

Hybrid CNN-Transformer ViTResUNet is the State of the Art architecture with the backbone of TransUNet. It was presented on the Jamal Nazrul Islam National Conference -2022

Language:Jupyter NotebookLicense:MITStargazers:8Issues:0Issues:0

Image-Reconstruction-by-Vision-Transformer

This repository is to store developed for task of Image Reconstruction via Vision transfrtomer for tinyImagenet or other small datasets as MNIST

Language:PythonLicense:Apache-2.0Stargazers:7Issues:0Issues:0

pr-dad

Pytorch implementation of paper: PR-DAD: Phase Retrieval Using Deep Auto-Decoders

Language:PythonStargazers:6Issues:2Issues:0

Dunhuang-Image-Restoration

Dunhuang Image Restoration using partial convolution and SSIM loss

Language:PythonLicense:MITStargazers:4Issues:2Issues:2

modbus_gd

modbus master and slave support for both tcp/rtu/ascii port from freemodbus

Language:CStargazers:4Issues:0Issues:0

SISR

Single Image Super Resolution Using SRCNN

Language:PythonStargazers:3Issues:3Issues:0

mse_ccc_corollary

"The Many-to-Many Mapping Between the Concordance Correlation Coefficient, and the Mean Square Error" Preprint here:

Language:PythonStargazers:3Issues:0Issues:0

Reconstructing-Obfuscated-Facial-Images-Using-CNN

I use Convolutional Autoencoder to reconstruct blurred, pixelated, and speckled facial images

Language:Jupyter NotebookStargazers:2Issues:0Issues:0

deep-image-prior

Image restoration with neural networks but without learning.

Language:PythonLicense:NOASSERTIONStargazers:1Issues:0Issues:0

Covid_19_predict

Detecting COVID-19 with Chest X Ray using PyTorch- Resnet-18 with ReLU replaced with Mish and Ranged Adam

Language:Jupyter NotebookStargazers:1Issues:0Issues:0