028PengXie

028PengXie's Stars

• labmlai/annotated_deep_learning_paper_implementations

  🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

  Language:Python57.8k4611335.9k

• jacobgil/pytorch-grad-cam

  Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

  Language:Python10.9k454221.6k

• l0o0/jasminum

  A Zotero add-on to retrive CNKI meta data. 一个简单的Zotero 插件，用于识别中文元数据

  Language:TypeScript5.7k31309290

• zhouhaoyi/Informer2020

  The GitHub repository for the paper "Informer" accepted by AAAI 2021.

  Language:Python5.6k395881.2k

• HRNet/HRNet-Semantic-Segmentation

  The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919

  Language:Python3.2k57266693

• Tramac/awesome-semantic-segmentation-pytorch

  Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

  Language:Python2.9k42203586

• HuCaoFighting/Swin-Unet

  [ECCVW 2022] The codes for the work "Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation"

  Language:Python1.8k12120327

• facebookresearch/ConvNeXt-V2

  Code release for ConvNeXt V2 model

  Language:Python1.6k775121

• SwinTransformer/Swin-Transformer-Semantic-Segmentation

  This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation.

  Language:Python1.2k1292222

• MinZHANG-WHU/Change-Detection-Review

  A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

  845293185

• TommyZihao/MMSegmentation_Tutorials

  Jupyter notebook tutorials for MMSegmentation

  Language:Jupyter Notebook54741492

• MCG-NJU/MixFormer

  [CVPR 2022 Oral & TPAMI 2024] MixFormer: End-to-End Tracking with Iterative Mixed Attention

  Language:Python470711073

• ViTAE-Transformer/Remote-Sensing-RVSA

  The official repo for [TGRS'22] "Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model"

  Language:Python42764433

• likyoo/change_detection.pytorch

  Deep learning models for change detection of remote sensing images

  Language:Python34272859

• wgcban/ddpm-cd

  Remote Sensing Change Detection using Denoising Diffusion Probabilistic Models

  Language:Python28524932

• wgcban/SemiCD

  Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing Images

  Language:Python12911319

• AndreaCodegoni/Tiny_model_4_CD

  Official implementation of TinyCD: A (Not So) Deep Learning Model For Change Detection

  Language:Python11821820

• likyoo/BAN

  The pytorch implementation for "A New Learning Paradigm for Foundation Model-based Remote Sensing Change Detection"

  Language:Python77386

• ChengxiHAN/HANet-CD

  HANet: A Hierarchical Attention Network for Change Detection

  Language:Python75150

• Cwuwhu/FCD-GAN-pytorch

  A pytorch project of the algorithm FCD-GAN. Fully Convolutional Change Detection Framework with Generative Adversarial Network (FCD-GAN) is a newly proposed framework for change detection in multi-temporal remote sensing images.

  Language:Python71197

• Z-Zheng/ever

  Earth Vision Foundation

  Language:Python683512

• ChengxiHAN/CGNet-CD

  Language:Python48143

• WangZhenqing-RS/2022rsipac

  Language:Python40145

• VMarsocci/3DCD

  Remote sensing elevation (3D) change detection with deep learning

  Language:Python29292

• ChengxiHAN/HCGMNet-CD

  Language:Python28100

• xiaoxiangAQ/GAS-Net

  A PyTorch implementation of GAS-Net based on the paper "Global-Aware Siamese Network for Change Detection on Remote Sensing Images"

  Language:Python27173

• QingleGuo/MSPSNet-Change-Detection-TGRS

  The Pytorch implementation for Deep Multiscale Siamese Network with Parallel Convolutional Structure and Self-Attention for Change Detection (MSPSNet)

  Language:Python25122

• wjj282439449/CDNeXt

  Official Implemention for "CDNeXt: Remote Sensing Image Change Detection Based on Temporospatial Interactive Attention Module"

  Language:Python14200

• SQD1/MTCNet

  Multitask consistency network with single temporal supervision for semi-supervised building change detection

  Language:Python13101

• cuiwei118/MapsNet

  [JAG 2022]The codes for the work "MapsNet: Multi-level feature constraint and fusion network for change detection"

  Language:Python2100