028PengXie

028PengXie's Stars

• albumentations-team/albumentations

  Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

  Language:Python14.5k1281.1k1.7k

• qubvel-org/segmentation_models.pytorch

  Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

  Language:Python9.9k836621.7k

• kenshohara/3D-ResNets-PyTorch

  3D ResNets for Action Recognition (CVPR 2018)

  Language:Python3.9k58269930

• wenhwu/awesome-remote-sensing-change-detection

  List of datasets, codes, and contests related to remote sensing change detection

  1.7k4419339

• 4uiiurz1/pytorch-nested-unet

  PyTorch implementation of UNet++ (Nested U-Net).

  Language:Python875659204

• Andy-zhujunwen/UNET-ZOO

  including unet,unet++,attention-unet,r2unet,cenet,segnet ,fcn.

  Language:Python680523128

• wgcban/ChangeFormer

  [IGARSS'22]: A Transformer-Based Siamese Network for Change Detection

  Language:Python448310658

• justchenhao/STANet

  official implementation of the spatial-temporal attention neural network (STANet) for remote sensing image change detection

  Language:Python43211109111

• justchenhao/BIT_CD

  Official Pytorch Implementation of "Remote Sensing Image Change Detection with Transformers"

  Language:Python39145086

• LiheYoung/SenseEarth2020-ChangeDetection

  1st place solution to the Satellite Remote Sensing Image Change Detection Challenge hosted by SenseTime

  Language:Python29452855

• GeoZcx/A-deeply-supervised-image-fusion-network-for-change-detection-in-remote-sensing-images

  Official implement of Paper：A deeply supervised image fusion network for change detection in high resolution bi-temporal remote sening images

  Language:Python20943844

• rcdaudt/fully_convolutional_change_detection

  Language:Jupyter Notebook20151160

• dansuh17/alexnet-pytorch

  Pytorch Implementation of AlexNet

  Language:Python1842158

• msyim/VGG16

  A PyTorch implementation of VGG16. This could be considered as a variant of the original VGG16 since BN layers are added after each conv. layer

  Language:Python1821461

• abhijeet3922/Change-Detection-in-Satellite-Imagery

  It employes Principal Component Analysis (PCA) and K-means clustering techniques over difference image to detect changes in multi temporal images satellite imagery.

  Language:Python16112466

• lehaifeng/DASNet

  Language:Python13665342

• jiecaoyu/pytorch_imagenet

  PyTorch implementation of AlexNet

  Language:Python1271636

• dlmacedo/entropic-out-of-distribution-detection

  A project to add scalable state-of-the-art out-of-distribution detection (open set recognition) support by changing two lines of code! Perform efficient inferences (i.e., do not increase inference time) and detection without classification accuracy drop, hyperparameter tuning, or collecting additional data.

  Language:Python744410

• MinZHANG-WHU/FDCNN

  The implementation of FDCNN in paper - A Feature Difference Convolutional Neural Network-Based Change Detection Method

  Language:Python7341026

• businiaoo/PRCV2021-Change-Detection-Contest-2nd-place-Solution

  Remote sensing building change detection

  Language:Python69249

• liumency/SRCDNet

  The pytorch implementation for "Super-resolution-based Change Detection Network with Stacked Attention Module for Images with Different Resolutions ".

  Language:Python6811613

• ChenHongruixuan/KPCAMNet

  [IEEE TCYB 2021] Unsupervised Change Detection in Multitemporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network

  Language:Python651518

• liumency/DSAMNet

  Codes for “A Deeply Supervised Attention Metric-Based Network and an Open Aerial Image Dataset for Remote Sensing Change Detection”

  Language:Python6011013

• ShaoRuizhe/SUNet-change_detection

  Implementation of paper SUNet: Change Detection for Heterogeneous Remote Sensing Images from Satellite and UAV Using a Dual-Channel Fully Convolution Network

  Language:Python562104

• Lornatang/GoogLeNet-PyTorch

  Restore the official code 100% and improve it to make it easier to use.

  Language:Python483210

• WangZhenqing-RS/2021rsipac_changeDetection_TOP4

  Language:Python48128

• wangle53/TransCD

  A Transformer-based model for scene change detection

  Language:Python472185

• 78666621/2021rsipac_changeDetection_TOP5

  2021“昇腾杯”遥感影像智能处理算法掌握发展过程三等奖（TOP5）方案分析：https://zhuanlan.zhihu.com/p/453136594解决方案说明： train.py 用于训练 test.py 用于推理

  Language:Python39117

• wzjialang/MFPNet

  [Remote Sensing] PyTorch implementation for "Remote Sensing Change Detection Based on Multidirectional Adaptive Feature Fusion and Perceptual Similarity"

  Language:Python32186

• xuquanfu/capsule_change_detection

  Language:Python6110