Projects in Awesome Lists tagged with remote-sensing

https://github.com/satellite-image-deep-learning/techniques

Techniques for deep learning with satellite & aerial imagery

convolutional-neural-networks dataset datasets deep-learning deep-neural-networks earth-observation image-classification keras machine-learning object-detection python pytorch remote-sensing satellite-data satellite-imagery satellite-images sentinel tensorflow

Last synced: 11 May 2025

https://github.com/robmarkcole/satellite-image-deep-learning

Techniques for deep learning with satellite & aerial imagery

convolutional-neural-networks dataset datasets deep-learning deep-neural-networks earth-observation image-classification keras machine-learning object-detection python pytorch remote-sensing satellite-data satellite-imagery satellite-images sentinel tensorflow

Last synced: 05 Apr 2025

https://github.com/osgeo/gdal

GDAL is an open source MIT licensed translator library for raster and vector geospatial data formats.

geospatial-data raster remote-sensing vector

Last synced: 09 Sep 2025

https://github.com/OSGeo/gdal

GDAL is an open source MIT licensed translator library for raster and vector geospatial data formats.

geospatial-data raster remote-sensing vector

Last synced: 28 Mar 2025

https://github.com/obss/sahi

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

coco computer-vision deep-learning explainable-ai fiftyone huggingface instance-segmentation large-image machine-learning merge mmdetection object-detection oriented-object-detection python pytorch remote-sensing satellite small-object-detection tiling yolo11

Last synced: 14 May 2025

https://github.com/gee-community/geemap

A Python package for interactive geospatial analysis and visualization with Google Earth Engine.

colab data-science dataviz earth-engine earthengine folium geospatial gis google-earth-engine image-processing ipyleaflet ipywidgets jupyter jupyter-notebook landsat mapping python remote-sensing streamlit streamlit-webapp

Last synced: 14 May 2025

https://github.com/torchgeo/torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

computer-vision datasets deep-learning earth-observation geospatial models pytorch remote-sensing satellite-imagery torchvision transforms

Last synced: 05 Sep 2025

https://github.com/microsoft/torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

computer-vision datasets deep-learning earth-observation geospatial models pytorch remote-sensing satellite-imagery torchvision transforms

Last synced: 10 May 2025

https://github.com/azavea/raster-vision

An open source library and framework for deep learning on satellite and aerial imagery.

classification computer-vision deep-learning geospatial machine-learning object-detection pytorch remote-sensing semantic-segmentation

Last synced: 13 May 2025

https://github.com/giswqs/earthengine-py-notebooks

A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping

earth-engine earthengine geospatial gis google-earth-engine notebook notebook-jupyter python remote-sensing tutorials

Last synced: 16 May 2025

https://github.com/jblindsay/whitebox-tools

An advanced geospatial data analysis platform

geomorphology geomorphometry geoprocessing geospatial gis hydrology remote-sensing

Last synced: 14 May 2025

https://github.com/sentinelsat/sentinelsat

Search and download Copernicus Sentinel satellite images

copernicus esa geographic-data hacktoberfest open-data remote-sensing satellite-imagery sentinel

Last synced: 21 Oct 2025

https://github.com/giswqs/qgis-earthengine-examples

A collection of 300+ Python examples for using Google Earth Engine in QGIS

earth-engine earthengine geoprocessing gis google-earth-engine image-processing python qgis remote-sensing

Last synced: 16 May 2025

https://github.com/osgeo/grass

GRASS - free and open-source geospatial processing engine

arrays data-science earth-observation geospatial geospatial-analysis gis grass-gis hacktoberfest image-processing jupyter machine-learning open-science parallel-computing python raster remote-sensing science spatial timeseries-analysis vector

Last synced: 14 May 2025

https://github.com/OSGeo/grass

GRASS - free and open-source geospatial processing engine

arrays data-science earth-observation geospatial geospatial-analysis gis grass-gis hacktoberfest image-processing jupyter machine-learning open-science parallel-computing python raster remote-sensing science spatial timeseries-analysis vector

Last synced: 05 Apr 2025

https://github.com/giswqs/Awesome-GEE

A curated list of Google Earth Engine resources

earth-engine earthengine geospatial gis google-earth-engine ipyleaflet javascript jupyter-notebook mapping python remote-sensing

Last synced: 30 Mar 2025

https://github.com/minzhang-whu/change-detection-review

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.

artificial-intelligence caffe change-detection code deep-learning keras machine-learning matlab open-datasets python pytorch remote-sensing review sar streetview tensorflow unsupervised-learning

Last synced: 04 Apr 2025

https://github.com/MinZHANG-WHU/Change-Detection-Review

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.

artificial-intelligence caffe change-detection code deep-learning keras machine-learning matlab open-datasets python pytorch remote-sensing review sar streetview tensorflow unsupervised-learning

Last synced: 30 Mar 2025

https://github.com/opengeos/python-geospatial

A collection of Python packages for geospatial analysis with binder-ready notebook examples

binder binder-ready geoprocessing geospatial geospatial-analysis gis pangeo python raster remote-sensing vector

Last synced: 12 Apr 2025

https://github.com/kvos/coastsat

Global shoreline mapping tool from satellite imagery

coastal-engineering earth-engine geospatial google-earth-engine jupyter-notebook landsat-5 landsat-7 landsat-8 landsat-9 python remote-sensing satellite-images sentinel-2 shoreline-detection

Last synced: 14 May 2025

https://github.com/microsoft/farmvibes-ai

FarmVibes.AI: Multi-Modal GeoSpatial ML Models for Agriculture and Sustainability

agriculture ai geospatial geospatial-analytics multi-modal remote-sensing stac sustainability weather

Last synced: 15 May 2025

https://github.com/kvos/CoastSat

Global shoreline mapping tool from satellite imagery

coastal-engineering earth-engine geospatial google-earth-engine jupyter-notebook landsat-5 landsat-7 landsat-8 landsat-9 python remote-sensing satellite-images sentinel-2 shoreline-detection

Last synced: 15 Mar 2025

https://github.com/insarlab/MintPy

Miami InSAR time-series software in Python

deformation earthquake geodesy geophysics geoscience insar nisar radar remote-sensing sar sentinel-1 tectonics time-series volcano

Last synced: 16 Nov 2025

https://github.com/pyriemann/pyriemann

Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python

brain-computer-interface covariance-estimation covariance-matrix eeg hermitian-matrices image-processing machine-learning positive-definite-matrices python radar-image remote-sensing riemannian-geometry signal-processing statistics symmetric-matrices time-series

Last synced: 06 Jan 2026

https://github.com/sentinel-hub/custom-scripts

A repository of custom scripts to be used with Sentinel Hub

earth-observation remote-sensing sentinel-hub

Last synced: 14 May 2025

https://github.com/spectralpython/spectral

Python module for hyperspectral image processing

anomaly-detection hyperspectral hyperspectral-image-classification image-processing python remote-sensing target-detection visualization

Last synced: 21 Oct 2025

https://github.com/r-lidar/lidr

Airborne LiDAR data manipulation and visualisation for forestry application

als forestry las laz lidar point-cloud r remote-sensing

Last synced: 12 Dec 2025

https://github.com/r-lidar/lidR

Airborne LiDAR data manipulation and visualisation for forestry application

als forestry las laz lidar point-cloud r remote-sensing

Last synced: 20 Mar 2025

https://github.com/planetlabs/notebooks

interactive notebooks from Planet Engineering

api data-analysis jupyter-notebooks python remote-sensing satellite-imagery

Last synced: 29 Dec 2025

https://github.com/pyRiemann/pyRiemann

Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python

brain-computer-interface covariance-estimation covariance-matrix eeg hermitian-matrices image-processing machine-learning positive-definite-matrices python radar-image remote-sensing riemannian-geometry signal-processing statistics symmetric-matrices time-series

Last synced: 01 May 2025

https://github.com/DetectionTeamUCAS/R2CNN_Faster-RCNN_Tensorflow

Rotational region detection based on Faster-RCNN.

dota face faster-rcnn ocr r2cnn remote-sensing tensorflow

Last synced: 02 Apr 2025

https://github.com/prouast/heartbeat

Desktop implementation of Remote Photoplethysmography – Measuring heart rate using facial video.

face heart-rate heart-rate-measurement heart-rate-monitor pulse remote-photoplethysmography remote-sensing rppg video video-processing vital-signs

Last synced: 15 May 2025

https://github.com/deepVector/geospatial-machine-learning

A curated list of resources focused on Machine Learning in Geospatial Data Science.

classification computer-vision convolutional-neural-networks deep-learning geoscience geospatial geospatial-machine-learning gis image-segmentation keras landsat machine-learning remote-sensing satellite-imagery satellite-images semantic-segmentation tensorflow

Last synced: 04 Apr 2025

https://github.com/opendatacube/datacube-core

Open Data Cube analyses continental scale Earth Observation data through time

gdal gis hacktoberfest netcdf numpy python raster remote-sensing scientific-computing

Last synced: 14 May 2025

https://github.com/alexeypechnikov/pygmtsar

PyGMTSAR (Python InSAR): Powerful and Accessible Satellite Interferometry

earth-observation earth-science earthquake flooding insar natural-disasters python3 remote-sensing sbas-insar scientific-computing scientific-visualization sentinel-1

Last synced: 19 Jun 2025

https://github.com/satellite-image-deep-learning/datasets

Datasets for deep learning with satellite & aerial imagery

datasets earth-observation remote-sensing satellite-data satellite-imagery sentinel

Last synced: 31 Oct 2025

https://github.com/gee-community/gee_tools

A collection of tools to work with Google Earth Engine Python API

earthengine geospatial google-earth-engine python remote-sensing

Last synced: 30 Mar 2025

https://github.com/gee-community/geetools

A collection of tools to work with Google Earth Engine Python API

earthengine geospatial google-earth-engine python remote-sensing

Last synced: 15 May 2025

https://github.com/AlexeyPechnikov/pygmtsar

PyGMTSAR (Python InSAR): Powerful and Accessible Satellite Interferometry

earth-observation earth-science earthquake flooding insar natural-disasters python3 remote-sensing sbas-insar scientific-computing scientific-visualization sentinel-1

Last synced: 05 May 2025

https://github.com/e-sensing/sits

Satellite image time series in R

big-earth-data cbers earth-observation eo-datacubes geospatial image-time-series land-cover-classification landsat planetary-computer r-spatial remote-sensing rspatial satellite-image-time-series satellite-imagery sentinel-2 stac-api stac-catalog

Last synced: 21 Oct 2025

https://github.com/johntruckenbrodt/pyrosar

framework for large-scale SAR satellite data processing

earth-observation gdal python radar remote-sensing sar sar-satellite-data satellite-data snap spatialite

Last synced: 16 May 2025

https://github.com/johntruckenbrodt/pyroSAR

framework for large-scale SAR satellite data processing

earth-observation gdal python radar remote-sensing sar sar-satellite-data satellite-data snap spatialite

Last synced: 07 Apr 2025

https://github.com/nshaud/deepnetsforeo

Deep networks for Earth Observation

caffe deep-learning deep-network remote-sensing

Last synced: 05 Apr 2025

https://github.com/ViTAE-Transformer/ViTAE-Transformer-Remote-Sensing

A comprehensive list [SAMRS@NeurIPS'23, RVSA@TGRS'22, RSP@TGRS'22] of our research works related to remote sensing, including papers, codes, and citations. Note: The repo for [TGRS'22] "An Empirical Study of Remote Sensing Pretraining" has been moved to: https://github.com/ViTAE-Transformer/RSP

change-detection classification deep-learning object-detection remote-sensing self-supervised-learning semantic-segmentation transfer-learning vision-transformer

Last synced: 08 May 2025

https://github.com/geoscienceaustralia/dea-notebooks

Repository for Digital Earth Australia Jupyter Notebooks: tools and workflows for geospatial analysis with Open Data Cube and Xarray

digitalearthaustralia documentation earth-observation earthobservation geoscienceaustralia geospatial-data jupyter-notebook landsat opendatacube python remote-sensing remotesensing satellite-imagery sentinel-2 xarray

Last synced: 14 May 2025

https://github.com/vitae-transformer/vitae-transformer-remote-sensing

A comprehensive list [SAMRS@NeurIPS'23, RVSA@TGRS'22, RSP@TGRS'22] of our research works related to remote sensing, including papers, codes, and citations. Note: The repo for [TGRS'22] "An Empirical Study of Remote Sensing Pretraining" has been moved to: https://github.com/ViTAE-Transformer/RSP

change-detection classification deep-learning object-detection remote-sensing self-supervised-learning semantic-segmentation transfer-learning vision-transformer

Last synced: 04 Mar 2025

https://github.com/developmentseed/label-maker

Data Preparation for Satellite Machine Learning

computer-vision data-preparation deep-learning keras remote-sensing satellite-imagery

Last synced: 16 May 2025

https://github.com/ChenHongruixuan/ChangeDetectionRepository

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, such as SiamCRNN, DSFA, and some FCN-based methods.

change-detection deep-learning image-processing multi-temporal python remote-sensing

Last synced: 30 Mar 2025

https://github.com/mbzuai-oryx/geochat

[CVPR 2024 🔥] GeoChat, the first grounded Large Vision Language Model for Remote Sensing

remote-sensing vlm

Last synced: 05 Apr 2025

https://github.com/GeoscienceAustralia/dea-notebooks

Repository for Digital Earth Australia Jupyter Notebooks: tools and workflows for geospatial analysis with Open Data Cube and Xarray

digitalearthaustralia documentation earth-observation earthobservation geoscienceaustralia geospatial-data jupyter-notebook landsat opendatacube python remote-sensing remotesensing satellite-imagery sentinel-2 xarray

Last synced: 08 May 2025

https://github.com/davemlz/eemont

A python package that extends Google Earth Engine.

earth-engine geographic-information-systems gis google google-earth-engine python python3 raster remote-sensing satellite-imagery satellite-images spectral-indices

Last synced: 15 May 2025

https://github.com/wgcban/changeformer

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

attention-mechanism change-detection climate-change deep-learning multi-temporal pytorch remote-sensing satellite-imagery siamese-network transformer-architecture transformer-encoder

Last synced: 05 Apr 2025

https://github.com/wgcban/ChangeFormer

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

attention-mechanism change-detection climate-change deep-learning multi-temporal pytorch remote-sensing satellite-imagery siamese-network transformer-architecture transformer-encoder

Last synced: 11 May 2025

https://github.com/chrieke/InstanceSegmentation_Sentinel2

🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis

agricultural-fields crop deep-learning earth-observation instance-segmentation remote-sensing satellite-imagery sentinel-2 thesis

Last synced: 04 Apr 2025

https://github.com/vitae-transformer/remote-sensing-rvsa

The official repo for [TGRS'22] "Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model"

deep-learning foundation-model foundation-models object-detection pytorch remote-sensing remote-sensing-foundation-model scene-classification self-supervised-learning semantic-segmentation transfer-learning vision-transformer

Last synced: 05 Apr 2025

https://github.com/sshuair/torchsat

🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

classification data-augmentation deep-learning pytorch remote-sensing satellite satellite-imagery semantic-segmentation torchvision

Last synced: 07 Apr 2025

https://github.com/opengeos/whitebox-python

WhiteboxTools Python Frontend

geomorphology geomorphometry geoprocessing geospatial gis hydrology lidar python remote-sensing

Last synced: 12 Dec 2025

https://github.com/justchenhao/STANet

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

attention-mechanism change-detection contrastive-loss dataset remote-sensing siamese-neural-network

Last synced: 30 Mar 2025

https://github.com/Junjue-Wang/LoveDA

[NeurIPS 2021] LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation

domain-adaptation pytorch remote-sensing semantic-segmentation

Last synced: 08 May 2025

https://github.com/orfeotoolbox/otb

Github mirror of https://gitlab.orfeo-toolbox.org/orfeotoolbox/otb

cpp14 image-processing open-science open-source orfeotoolbox osgeo otb remote-sensing reproducible-research

Last synced: 15 May 2025

https://github.com/icey-zhang/SuperYOLO

SuperYOLO is accepted by TGRS

multimodal-fusion object-detection remote-sensing

Last synced: 21 Apr 2025

https://github.com/cs-si/eodag

Earth Observation Data Access Gateway

catalog cbers copernicus downloader earth-observation eodag geographic-data geospatial gis landsat modis remote-sensing satellite-imagery search sentinel spatial-imagery stac

Last synced: 15 May 2025

https://github.com/opengeos/geospatial

A Python package for installing commonly used packages for geospatial analysis and data visualization with only one command.

geemap geopandas geospatial gis image-processing jupyter leafmap python rasterio remote-sensing xarray

Last synced: 04 Apr 2025

https://github.com/CS-SI/eodag

Earth Observation Data Access Gateway

catalog cbers copernicus downloader earth-observation eodag geographic-data geospatial gis landsat modis remote-sensing satellite-imagery search sentinel spatial-imagery stac

Last synced: 07 Apr 2025

https://github.com/vitae-transformer/samrs

The official repo for [NeurIPS'23] "SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model"

dataset deep-learning pre-training remote-sensing sam segment-anything-model semantic-segmentation transfer-learning

Last synced: 06 Apr 2025

https://github.com/sertit/eoreader

Remote-sensing opensource python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.

cosmo-skymed earth-observation geopandas iceye landsat maxar planetscope pleiades radarsat rasterio remote-sensing saocom sar satellite-imagery sentinel-1 sentinel-2 sentinel-3 terrasar worldview xarray

Last synced: 02 Jan 2026

https://github.com/fitoprincipe/geetools-code-editor

A set of tools to use in Google Earth Engine Code Editor (JavaScript)

google-earth-engine javascript remote-sensing satellite-imagery

Last synced: 13 Oct 2025

https://github.com/gokriznastic/HybridSN

A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".

3d-cnn hyperspectral-image-classification hyperspectral-imaging remote-sensing

Last synced: 29 Mar 2025

https://github.com/paddlepaddle/paddlers

Awesome Remote Sensing Toolkit based on PaddlePaddle.

change-detection classification deep-learning geospatial gis image-restoration image-segmentation object-detection remote-sensing scene-classification semantic-segmentation

Last synced: 05 Apr 2025

https://github.com/PaddlePaddle/PaddleRS

Awesome Remote Sensing Toolkit based on PaddlePaddle.

change-detection classification deep-learning geospatial gis image-restoration image-segmentation object-detection remote-sensing scene-classification semantic-segmentation

Last synced: 11 May 2025

https://github.com/16eagle/getspatialdata

An R package 📦 making it easy to query, preview, download and preprocess multiple kinds of spatial data 🛰 via R. All beta.

api-client copernicus esa getspatialdata landsat modis nasa r remote-sensing sentinel spatial-data usgs-earth-explorer

Last synced: 06 Apr 2025

https://github.com/16EAGLE/getSpatialData

An R package 📦 making it easy to query, preview, download and preprocess multiple kinds of spatial data 🛰 via R. All beta.

api-client copernicus esa getspatialdata landsat modis nasa r remote-sensing sentinel spatial-data usgs-earth-explorer

Last synced: 08 May 2025

https://github.com/bopen/sarsen

Algorithms and utilities for Synthetic Aperture Radar (SAR) sensors

algorithms copernicus earth-observation remote-sensing sar sentinel-1 synthetic-aperture-radar xarray

Last synced: 29 Dec 2025

https://github.com/opengeos/whiteboxtools-arcgis

ArcGIS Python Toolbox for WhiteboxTools

arcgis geomorphometry geoprocessing geospatial gis hydrology lidar python remote-sensing

Last synced: 14 Dec 2025

https://github.com/bleutner/RStoolbox

Remote Sensing Data Analysis in R 🛰

cran ggplot2 land-cover-mapping r r-package remote-sensing spectral-unmixing supervised-classification unsupervised-classification

Last synced: 13 Jul 2025

https://github.com/bleutner/rstoolbox

Remote Sensing Data Analysis in R 🛰

cran ggplot2 land-cover-mapping r r-package remote-sensing spectral-unmixing supervised-classification unsupervised-classification

Last synced: 14 Apr 2025

https://bleutner.github.io/RStoolbox/

Remote Sensing Data Analysis in R 🛰

cran ggplot2 land-cover-mapping r r-package remote-sensing spectral-unmixing supervised-classification unsupervised-classification

Last synced: 08 May 2025

https://github.com/ViTAE-Transformer/SAMRS

The official repo for [NeurIPS'23] "SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model"

dataset deep-learning pre-training remote-sensing sam segment-anything-model semantic-segmentation transfer-learning

Last synced: 16 Mar 2025

https://github.com/martibosch/detectree

Tree detection from aerial imagery in Python

image-segmentation python remote-sensing tree-canopy tree-detection tree-pixels

Last synced: 16 May 2025

https://github.com/wgcban/ddpm-cd

Remote Sensing Change Detection using Denoising Diffusion Probabilistic Models

change-detection climate-change diffusion-models remote-sensing segmentation

Last synced: 07 Apr 2025

https://github.com/syamkakarla98/satellite_imagery_analysis

Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.

3d-cnn analysis classification clustering data-analysis data-visualization deep-learning find-insights hacktoberfest hacktoberfest-accepted mahine-learning python python3 remote-sensing satellite-data satellite-imagery satellite-imagery-analysis

Last synced: 09 Apr 2025

https://github.com/syamkakarla98/hyperspectral_image_analysis_simplified

The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.

classification data-analysis data-science dimensionality-reduction hacktoberfest hyperspectral hyperspectral-image-classification hyperspectral-images indian-pines-dataset machine-learning matplotlib-pyplot pandas plotly python python3 remote-sensing satellite-imagery satellite-images tensorflow turorial