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MSPSNet-Change-Detection-TGRS

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

2021rsipac_changeDetection_TOP4

CDLab

Yet another repository for developing and benchmarking deep learning-based change detection methods.

ChangeFormer

A Transformer-Based Siamese Network for Change Detection

DSAMNet

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

HSI-Traditional-to-Deep-Models

Pytorch and Keras Implementations of Hyperspectral Image Classification -- Traditional to Deep Models: A Survey for Future Prospects.

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

PRCV2021-Change-Detection-Contest-2nd-place-Solution

Remote sensing building change detection

satellite-image-deep-learning

Resources for deep learning with satellite & aerial imagery

TransCD

A Transformer-based model for scene change detection

Autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

Awesome-Vision-Attentions

Summary of related papers on visual attention. Related code will be released based on Jittor gradually.

CMT-pytorch

CMT: Convolutional Neural Networks Meet Vision Transformers

CSA-CDGAN

A general framework for change detection of remote sensing images

DARNet-CD

The source code of DARNet with Pytorch implementation； Remote sensing change detection

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

DTC

Semi-supervised Medical Image Segmentation through Dual-task Consistency

HyperTransformer

Official PyTorch implementation of CVPR'22 paper: HyperTransformer: A Textural and Spectral Feature Fusion Transformer for Pansharpening

lawin

A mmseg-style demo code of Lawin(large window) Transformer https://arxiv.org/abs/2201.01615. The complete project will be available soon.

Medical-Transformer

Official Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation" - MICCAI 2021

NLP_ability

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

NRT-MONITOR

paper-reading-note

和李沐一起读论文

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

Read_Bert_Code

Bert源码阅读与讲解(Pytorch版本)-以BERT文本分类代码为例子

segmenter

[ICCV2021] Official PyTorch implementation of Segmenter: Transformer for Semantic Segmentation

SETR

[CVPR 2021] Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers

SGCN

Split Depth-wise Separable Graph Convolution Network for Road Extraction in Complex Environment from High-resolution Remote Sensing Imagery

UDALN_GRSL

Deep Unsupervised Blind Hyperspectral and Multispectral Data Fusion, GRSL. (PyTorch)

UTNet

Official implementation of UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation