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rio-cloudmask

Rasterio plugin for identifying clouds in multi-spectral satellite imagery

rit-18

High-Resolution Multispectral Dataset for Semantic Segmentation

river_ice_segmentation

River ice segmentation with deep learning

road_building_extraction

Using Pytorch implementation of U-Net architecture for road and building extraction

roaddamage

roaddamagedetector

robosat

Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds

robust-self-sparse-fuzzy-clustering-for-image-segmentation

Our paper “Robust Self-Sparse Fuzzy Clustering for Image Segmentation” has been accepted for publication in IEEE Access. 2020.

roofextraction

Used in postgraduate projects about extraction the roof of buildings in the massive ancient building.

rsicd_optimal

Datasets for remote sensing images (Paper:Exploring Models and Data for Remote Sensing Image Caption Generation)

rsip

A module to process LandSat8 Remote Sense Images. Features: NDBI NDVI NDWI calculation; LandSat8 BandMerge(GIS info reserved); Building Area Extraction; Water Area Extraction;

rsod-dataset-

An open dataset for object detection in remote sensing images

rssfca

Our paper “Robust Self-Sparse Fuzzy Clustering for Image Segmentation” has been accepted for publication in IEEE Access.

rstoolbox

Remote Sensing Analysis in R

s1s2vhsr

Multi-sensor and Multi-scale data fusion through Convolutional Neural Networks

s2omgan

Implement of Paper "S2OMGAN: Shortcut from Remote Sensing Images to Online Maps"

saga-gis

This is a mirror of the git repository of SAGA GIS. Original version at: https://sourceforge.net/p/saga-gis/code/ci/master/tree/ Feel free top open pull requests here, I can push to the official repo afterwards.

saliencysanity

sar-change-detection

Change detection in polarimetric SAR images in Python

sar_cd_dcnet

Code is for our paper "Change Detection from Synthetic Aperture Radar Images Based on Channel Weighting-Based Deep Cascade Network".

sar_cd_ms_capsnet

Code for the paper "Change Detection in SAR Images Based on Multiscale Capsule Network" IEEE GRSL 2020

sar_change_detection_fda_rmg

The matlab code for the JARS18 paper "Synthetic aperture radar image change detection based on frequency domain analysis and random multigraphs"

sat-locat-reference-team-lucc

The teamlucc package is designed to facilitate analysis of land use and cover change (LUCC) around the monitoring sites of the Tropical Ecology Assessment and Monitoring (TEAM) Network. The TEAM Network is a global network of sites in tropical forests wth standardized real-time data collection designed to measure tropical forest responses to climate variability and change, land cover and land use change, and other threats.

sat_image_building_extraction

satellite-image-building-segmentation

Building Segmentation from Fused Satellite and Aerial Imagery Datasets using U-Net in FastAI

satellite-image-deep-learning

Resources for performing deep learning on satellite imagery

satellite-imagery-change-detection

detect unstructured changes in satellite images

satellite-imagery-change-detection-1

satellite-images-calssification

Noise filtering and classification of areas of real satellite images into segments of (urban - water - desert - plants) using unsupervised learning techniques

satellite_imagery_change_detection