Image-to-Image Translation in PyTorch

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

A paper list of object detection using deep learning.

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

Neighborhood Attention Transformer, arxiv 2022 / CVPR 2023. Dilated Neighborhood Attention Transformer, arxiv 2022

CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped, CVPR 2022

This is the pytorch implement of our paper "RSPrompter: Learning to Prompt for Remote Sensing Instance Segmentation based on Visual Foundation Model"

A Change Detection Repo Standing on the Shoulders of Giants

[CVPR 2023] Official code release of our paper "BiFormer: Vision Transformer with Bi-Level Routing Attention"

This repository contains some python code of some traditional change detection methods or provides their original websites, such as SFA, MAD, and some deep learning-based change detection methods, …

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

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

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

[IEEE TGRS 2024] ChangeMamba: Remote Sensing Change Detection Based on Spatio-Temporal State Space Model

This repository contains the code for our fast polygonal building extraction from overhead images pipeline.

Meta-Transfer Learning for Zero-Shot Super-Resolution (CVPR, 2020)

The pytorch implementation for "SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images"

MVCNN on PyTorch

PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images

Building footprint segmentation from satellite and aerial imagery

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

This repository contains the software developed for the project of Heterogeneous Change Detection in Remote Sensing Images.

Semantic Scene Change Detection Network (CSCDNet + SSCDNet)

This is the pytorch implement of our paper "RSBuilding: Towards General Remote Sensing Image Building Extraction and Change Detection with Foundation Model"

Building Segmentation Post-processing -- Contour regularization.

This is a reinforcement learning algorithm library. The code takes into account both performance and simplicity, with little dependence.

1st place solution for "xView2: Assess Building Damage" challenge.

Official Pytorch Implementation of Adversarial Instance Augmentation for Building Change Detection in Remote Sensing Images.