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awesome-sentinel

curated list of awesome tools, tutorials and APIs for Copernicus Sentinel satellite data

bi-srnet

ceecnet

source code for the task of semantic change detection (built with mxnet)

changeos

ChangeOS: Building damage assessment via Deep Object-based Semantic Change Detection - (RSE 2021)

cloudremoval

cloudremoval-1

compression

Learned image compression

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

dynnet

Implementation of 'DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation' [CVPR 2022]

earthmapper

Pipeline for the Semantic Segmentation (i.e., classification) of Remote Sensing Imagery

ffctl

forest_change_detection

fusu

geoseg

UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery, ISPRS. Also, including other vision transformers and CNNs for satellite, aerial image and UAV image segmentation.

iaug_cdnet

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

local-resilience-for-the-glaciers-on-mt.-kilimanjaro

melting-snow

multimodelcnn

Here are the codes for the "Swin Transformer and Deep Convolutional Neural Networks for Coastal Wetland Classification using Sentinel-1, Sentinel-2, and LiDAR Data" paper.

muren

planet-cr

High-Resolution Cloud Removal with Multi-Modal and Multi-Resolution Data Fusion: A New Baseline and Benchmark

pstcr-pytorch

Q. Zhang, Q. Yuan, J. Li, Z. Li, H. Shen, and L. Zhang, "Thick cloud and cloud shadow removal in multitemporal images using progressively spatio-temporal patch group deep learning", ISPRS Journal of Photogrammetry and Remote Sensing, 2020.

pytorch-gan-timeseries

GANs for time series generation in pytorch

repan

segmentation_shengteng2021

2021“昇腾杯”遥感影像智能处理算法大赛——语义分割赛道，冠军方案

solc

Remote Sensing Sar-Optical Land-use Classfication Pytorch Pytorch高分辨率遥感语义分割/地物分割/地物分类

spa-gan_for_cloud_removal

Cloud Removal for High-resolution Remote Sensing Imagery based on Generative Adversarial Networks.

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