satellite-imagery

There are 44 repositories under satellite-imagery topic.

robmarkcole / satellite-image-deep-learning
Resources 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
3295
awesome-satellite-imagery-datasets
chrieke / awesome-satellite-imagery-datasets
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
computer-vision deep-learning earth-observation instance-segmentation machine-learning object-detection remote-sensing satellite-imagery
2734
mapbox / robosat
Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds
satellite-imagery aerial-imagery machine-learning segmentation openstreetmap
Language:Python 1837
felicette
plant99 / felicette
Satellite imagery for dummies.
earth-observation earth-science geoinformatics geospatial geospatial-data geospatial-visualization gis python python3 satellite-data satellite-imagery satellite-images
Language:Python 1766
obss / sahi
A lightweight vision library for performing large scale object detection/ instance segmentation.
object-detection instance-segmentation computer-vision small-object-detection large-image mmdetection pytorch pip conda python yolov5 coco detectron2 jupyter-notebook deep-learning machine-learning remote-sensing satellite-imagery
Language:Python 1657
acgeospatial / awesome-earthobservation-code
A curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!
awesome awesome-list earth-observation geospatial-data google-earth-engine remote-sensing satellite-data satellite-imagery
Language:HTML 832
sentinelsat / sentinelsat
Search and download Copernicus Sentinel satellite images
copernicus esa geographic-data hacktoberfest open-data remote-sensing satellite-imagery sentinel
Language:Python 763
sentinel-hub / sentinelhub-py
Download and process satellite imagery in Python using Sentinel Hub services.
aws ogc-services python-library satellite-imagery sentinel-hub
Language:Python 621
nasa-gibs / worldview
Interactive interface for browsing global, full-resolution satellite imagery
data-visualization earth-science hacktoberfest nasa nasa-gibs satellite-imagery web-mapping
Language:JavaScript 572
stac-spec
radiantearth / stac-spec
SpatioTemporal Asset Catalog specification - making geospatial assets openly searchable and crawlable
earth-observation earth-observation-catalogue satellite-imagery satellites
Language:JavaScript 558
ternaus / TernausNetV2
TernausNetV2: Fully Convolutional Network for Instance Segmentation
satellite-imagery computer-vision image-segmentation deep-learning python pytorch
Language:Jupyter Notebook 539
planetlabs / notebooks
interactive notebooks from Planet Engineering
jupyter-notebooks satellite-imagery remote-sensing python data-analysis api
Language:Jupyter Notebook 440
developmentseed / label-maker
Data Preparation for Satellite Machine Learning
computer-vision data-preparation deep-learning keras remote-sensing satellite-imagery
Language:Python 425
Fernerkundung / awesome-sentinel
curated list of awesome tools, tutorials and APIs for Copernicus Sentinel satellite data
awesome-list hacktoberfest open-data research satellite-imagery science space
418
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
372
sshuair / torchsat
🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.
pytorch deep-learning satellite satellite-imagery torchvision remote-sensing data-augmentation classification semantic-segmentation
Language:Python 348
neptune-ai / open-solution-mapping-challenge
Open solution to the Mapping Challenge :earth_americas:
data-science machine-learning deep-learning kaggle python satellite-imagery data-science-learning lightgbm unet unet-image-segmentation unet-pytorch neptune machine-learning-lab mapping-challenge crowdai competition pipeline pipeline-framework
Language:Python 341
awesome-spectral-indices
awesome-spectral-indices / awesome-spectral-indices
A ready-to-use curated list of Spectral Indices for Remote Sensing applications.
awesome earth-engine geographic-information-systems gis google-earth-engine javascript landsat landsat-7 landsat-8 modis python radar raster remote-sensing satellite-imagery sentinel sentinel-1 sentinel-2 spectral-index spectral-indices
Language:Python 288
karolzak / keras-unet
Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks
unet unet-image-segmentation unet-keras keras keras-tensorflow segmentation semantic-segmentation u-net deep-learning deeplearning deep-neural-networks satellite-imagery image-segmentation
Language:Python 281
InstanceSegmentation_Sentinel2
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
Language:Jupyter Notebook 272
e-sensing / sits
Satellite image time series in R
big-earth-data data-cubes geospatial remote-sensing satellite-imagery
Language:R 264
KYDronePilot / SpaceEye
Live satellite imagery for your desktop background
space satellite-imagery desktop-background electron goes-17 goes-16 himawari-8 noaa meteosat-8 meteosat-11
Language:TypeScript 261
irem-komurcu / remote-sensing-deep-learning
deep-learning detection object-detection remote-sensing satellite-imagery segmentation tensorflow
258
rt-bishop / Look4Sat
Open-source satellite tracker and pass predictor for Android, inspired by Gpredict
amsat android gpredict gps ham-radio hamlib hamradio kotlin nasa radio satcom satellite satellite-imagery satellite-prediction satellite-tracking satellites sdr space spacex starlink
Language:Kotlin 249
HighRes-net
ElementAI / HighRes-net
Pytorch implementation of HighRes-net, a neural network for multi-frame super-resolution, trained and tested on the European Space Agency’s Kelvin competition.
super-resolution satellite-imagery proba-v esa deep-learning computer-vision mfsr highres-net multi-frame
Language:Jupyter Notebook 242
eemont
davemlz / eemont
A python package that extends Google Earth Engine.
google-earth-engine earth-engine google remote-sensing gis geographic-information-systems python python3 raster satellite-imagery satellite-images spectral-indices
Language:Python 241
ossimlabs / ossim
Core OSSIM (Open Source Software Image Map) package including C++ code for OSSIM library, command-line applications, tests, and build system
geoint orthorectify imagery satellite satellite-imagery image-processing
Language:C++ 234
daleroberts / bv
Quickly view satellite imagery, hyperspectral imagery, and machine learning image outputs directly in your iTerm2 terminal.
python iterm2 command-line satellite image computer-vision machine-learning satellite-imagery
Language:Python 220
gfw
Vizzuality / gfw
Global Forest Watch: An online, global, near-real time forest monitoring tool
forest-monitoring satellite-imagery mapbox deforestation nextjs react redux
Language:JavaScript 217
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
214
rishikksh20 / ResUnet
Pytorch implementation of ResUnet and ResUnet ++
resunet unet image-processing image-segmentation unet-pytorch medical-image-processing satellite-imagery deep-residual-network segmentation image-to-image-translation
Language:Python 201
doersino / aerialbot
A simple yet highly configurable bot that tweets geotagged aerial imagery of a random location in the world.
google-maps maps map-tiles python3 twitter-bot gis shapefile satellite-imagery aerial-imagery satellite bot tweet
Language:Python 185
dernasherbrezon / r2cloud
Decode satellite signals on Raspberry PI or any other 64-bit CPU.
raspberry-pi rtl-sdr rtlsdr radio weather-satellite satellite satellite-imagery satellite-tracking java
Language:Java 181
ternaus / kaggle_dstl_submission
Code for a winning model (3 out of 419) in a Dstl Satellite Imagery Feature Detection challenge
satellite-imagery image-segmentation keras kaggle-competition segmentation competition
Language:Python 166
Jakaria08 / EESRGAN
Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network
esrgan detection-performance dataset object-detection super-resolution ssd frcnn edge-enhancement remote-sensing satellite-imagery
Language:Python 163
eodag
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
Language:Python 162

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