remote-sensing

There are 194 repositories under remote-sensing topic.

• techniques

  satellite-image-deep-learning / techniques

  Techniques for deep learning with satellite & aerial imagery

  deep-learningdeep-neural-networkssatellite-imagerytensorflowkeraspytorchpythonmachine-learningsentinelsatellite-imagesdatasetremote-sensingdatasetsconvolutional-neural-networksimage-classificationsatellite-dataearth-observationobject-detection
  7726

• OSGeo / gdal

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

  geospatial-datarasterremote-sensingvector
  Language:C++ 4476

• sacridini / Awesome-Geospatial

  Long list of geospatial tools and resources

  awesome-listawesomespatial-analysisspatial-datadata-analysisgeospatial-analysisremote-sensingdeep-learningearth-observationgeospatialmachine-learninggeoprocessinggisgeotoolsmap
  3833

• obss / sahi

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

  object-detectioninstance-segmentationcomputer-visionsmall-object-detectionlarge-imagemmdetectionpytorchpythonyolov5cocodetectron2deep-learningmachine-learningremote-sensinghuggingfacefiftyonesatellitetilingmergeexplainable-ai
  Language:Python 3547
• awesome-satellite-imagery-datasets

  chrieke / awesome-satellite-imagery-datasets

  🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

  satellite-imagerycomputer-visiondeep-learningremote-sensingearth-observationmachine-learningobject-detectioninstance-segmentation
  3483
• geemap

  gee-community / geemap

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

  google-earth-enginegisremote-sensingimage-processingpythonjupyter-notebookipyleafletmappingearth-engineipywidgetsfoliumjupytercolabgeospatiallandsatdatavizdata-sciencestreamlitstreamlit-webappearthengine
  Language:Python 3185

• microsoft / torchgeo

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

  pytorchtorchvisiondatasetsmodelstransformsremote-sensingdeep-learningearth-observationcomputer-visiongeospatialsatellite-imagery
  Language:Python 2218
• raster-vision

  azavea / raster-vision

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

  classificationcomputer-visiondeep-learninggeospatialmachine-learningobject-detectionpytorchremote-sensingsemantic-segmentation
  Language:Python 1994

• wenhwu / awesome-remote-sensing-change-detection

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

  awesomechange-detectiondatasetremote-sensing
  1464
• earthengine-py-notebooks

  giswqs / earthengine-py-notebooks

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

  earth-engineearthenginegeospatialgisgoogle-earth-enginenotebooknotebook-jupyterpythonremote-sensingtutorials
  Language:Jupyter Notebook 1305

• acgeospatial / awesome-earthobservation-code

  A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery

  awesomeawesome-listearth-observationgeospatial-datagoogle-earth-engineremote-sensingsatellite-datasatellite-imagery
  Language:HTML 1146

• sentinelsat / sentinelsat

  Search and download Copernicus Sentinel satellite images

  sentinelcopernicusesaremote-sensingsatellite-imagerygeographic-dataopen-datahacktoberfest
  Language:Python 957

• jblindsay / whitebox-tools

  An advanced geospatial data analysis platform

  geomorphologygeomorphometrygeoprocessinggeospatialgishydrologyremote-sensing
  Language:Rust 883

• opengeos / Awesome-GEE

  A curated list of Google Earth Engine resources

  earth-engineearthenginegeospatialgisgoogle-earth-engineipyleafletjavascriptjupyter-notebookmappingpythonremote-sensing
  868

• giswqs / qgis-earthengine-examples

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

  pythonearth-enginegoogle-earth-enginegisqgisremote-sensingimage-processinggeoprocessingearthengine
  Language:Python 861

• 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-intelligencecaffechange-detectioncodedeep-learningkerasmachine-learningmatlabopen-datasetspythonpytorchremote-sensingreviewsarstreetviewtensorflowunsupervised-learning
  777

• SJTU-Thinklab-Det / DOTA-DOAI

  This repo is the codebase for our team to participate in DOTA related competitions, including rotation and horizontal detection.

  dotaobject-detectionrotationremote-sensingaerial-imagery
  Language:Jupyter Notebook 766
• grass

  OSGeo / grass

  GRASS GIS - free and open-source geospatial processing engine

  arraysdata-scienceearth-observationgeospatialgeospatial-analysisgisgrass-gishacktoberfestimage-processingjupytermachine-learningopen-scienceparallel-computingpythonrasterremote-sensingsciencespatialtimeseries-analysisvector
  Language:C 763
• awesome-spectral-indices

  awesome-spectral-indices / awesome-spectral-indices

  A ready-to-use curated list of Spectral Indices for Remote Sensing applications.

  awesomeearth-enginegeographic-information-systemsgisgoogle-earth-enginejavascriptlandsatlandsat-7landsat-8modispythonradarrasterremote-sensingsatellite-imagerysentinelsentinel-1sentinel-2spectral-indexspectral-indices
  Language:Python 755
• awesome-gee-community-datasets

  samapriya / awesome-gee-community-datasets

  Community Datasets added by users and made available for use at large

  googleearthenginecommunity-datasetscatalogawesome-listearth-enginegeospatialgeospatial-datagisgoogle-earth-engineopen-datasetsremote-sensing
  Language:HTML 689
• awesome-geospatial-companies

  chrieke / awesome-geospatial-companies

  :globe_with_meridians: List & Map of 700+ companies for geospatial jobs (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)

  geospatialcompaniesearth-observationremote-sensingsatelliteuavfarminggismapjobs
  Language:Python 673

• opengeos / python-geospatial

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

  binderbinder-readygeoprocessinggeospatialgeospatial-analysisgispangeopythonrasterremote-sensingvector
  Language:Shell 656

• sentinel-hub / custom-scripts

  A repository of custom scripts to be used with Sentinel Hub

  sentinel-hubremote-sensingearth-observation
  Language:JavaScript 637
• farmvibes-ai

  microsoft / farmvibes-ai

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

  agricultureaigeospatialgeospatial-analyticsstacsustainabilitymulti-modalremote-sensingweather
  Language:Jupyter Notebook 627

• kvos / CoastSat

  Global shoreline mapping tool from satellite imagery

  google-earth-engineearth-engineremote-sensingsatellite-imagescoastal-engineeringshoreline-detectionlandsat-5landsat-7landsat-8landsat-9sentinel-2geospatialjupyter-notebookpython
  Language:Jupyter Notebook 623

• Shank2358 / GGHL

  This is the implementation of GGHL (A General Gaussian Heatmap Label Assignment for Arbitrary-Oriented Object Detection)

  pytorchoriented-object-detectionobject-detectiondeep-learninganchor-freenvidia-jetson-xaviernvidia-jetson-tx2fcos-rremote-sensingcenternet
  Language:Python 610

• planetlabs / notebooks

  interactive notebooks from Planet Engineering

  jupyter-notebookssatellite-imageryremote-sensingpythondata-analysisapi
  Language:Jupyter Notebook 591

• DetectionTeamUCAS / R2CNN_Faster-RCNN_Tensorflow

  Rotational region detection based on Faster-RCNN.

  dotafacefaster-rcnnocrr2cnnremote-sensingtensorflow
  Language:Python 588

• r-lidar / lidR

  Airborne LiDAR data manipulation and visualisation for forestry application

  point-cloudlidarlaslazralsforestryremote-sensing
  Language:R 557

• spectralpython / spectral

  Python module for hyperspectral image processing

  pythonhyperspectral-image-classificationhyperspectralvisualizationimage-processingtarget-detectionanomaly-detectionremote-sensing
  Language:Python 541
• MintPy

  insarlab / MintPy

  Miami InSAR time-series software in Python

  insardeformationgeodesyvolcanoearthquaketectonicsremote-sensingtime-seriesgeosciencegeophysicssentinel-1radarsarnisar
  Language:Python 536

• gee-community / geetools

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

  earthenginegeospatialgoogle-earth-enginepythonremote-sensing
  Language:Python 489

• opendatacube / datacube-core

  Open Data Cube analyses continental scale Earth Observation data through time

  pythongisscientific-computingremote-sensingnetcdfnumpyrastergdalhacktoberfest
  Language:Python 487
• datasets

  satellite-image-deep-learning / datasets

  Datasets for deep learning with satellite & aerial imagery

  datasetsearth-observationremote-sensingsatellite-datasatellite-imagerysentinel
  485

• deepVector / geospatial-machine-learning

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

  gisgeospatialmachine-learninggeoscienceremote-sensingtensorflowkerassemantic-segmentationsatellite-imagerycomputer-visiondeep-learningconvolutional-neural-networksimage-segmentationgeospatial-machine-learningclassificationsatellite-imageslandsat
  477

• nshaud / DeepNetsForEO

  Deep networks for Earth Observation

  deep-learningdeep-networkcafferemote-sensing
  Language:Jupyter Notebook 469