Scale-Sets Toolkit for Segmentation of Remote Sensing Images

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

[IEEE TMI] Official Implementation for UNet++

We propose a new method for effective shadow removal by regarding it as an exposure fusion problem.

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

Chainer Implementation of Semantic Segmentation using Adversarial Networks

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

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.

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

Tutorial of basic remote sensing and GIS methodologies using open source software (GDAL in Python or R)

An image registration method using convolutional neural network features.

图像配准算法。包括 SIFT、ORB、SURF、AKAZE、BRIEF、matchTemplate

Awesome paper list with code about generative adversarial nets

手把手教你如何使用 mapbox/robosat 工具，基于深度学习训练，从常规的遥感影像瓦片地图服务中自动提取建筑物。

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

HOPC matching code

PyQGIS开发者手册中文翻译

基于PyQt5开发的前后端GUI桌面、导航定位与测量综合系统软件

A list of all named GANs!

StarGAN - Official PyTorch Implementation (CVPR 2018)

Image-to-Image Translation in PyTorch

Synthesizing and manipulating 2048x1024 images with conditional GANs

Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)

这是一个dcgan-pytorch的源码，可以用于训练自己的模型。

A general framework for change detection of remote sensing images

Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network