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techniques

satellite-image-deep-learning /techniques

Techniques for deep learning with satellite & aerial imagery

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

UpdatedFeb 19, 2026

felicette

plant99 /felicette

Satellite imagery for dummies.

python geospatial gis geospatial-data python3 earth-science satellite-imagery satellite-data earth-observation satellite-images geoinformatics geospatial-visualization

UpdatedMar 12, 2022
Python

acgeospatial /awesome-earthobservation-code

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

awesome geospatial-data remote-sensing awesome-list satellite-imagery satellite-data google-earth-engine earth-observation

UpdatedFeb 1, 2026
HTML

datasets

satellite-image-deep-learning /datasets

Datasets for deep learning with satellite & aerial imagery

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

UpdatedFeb 14, 2026

rt-bishop /Look4Sat

Satellite tracker and pass predictor for Android, inspired by Gpredict

kotlin radio nasa space satellite gps ham-radio sdr celestrak satellite-prediction satellite-data satellites satnogs spacex hamradio amsat hamlib starlink satellite-position

UpdatedFeb 20, 2026
Kotlin

johntruckenbrodt /pyroSAR

framework for large-scale SAR satellite data processing

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

UpdatedFeb 17, 2026
Python

Satellite_Imagery_Analysis

syamkakarla98 /Satellite_Imagery_Analysis

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

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

UpdatedMay 5, 2022
Jupyter Notebook

goes2go

blaylockbk /goes2go

Download and process GOES-16 and GOES-17 data from NOAA's archive on AWS using Python.

python download satellite xarray netcdf open-data glm satellite-imagery satellite-data goes noaa-satellite goes-16 goes-satellite goes-17 big-data-program

UpdatedOct 17, 2025
Python

aitlas

biasvariancelabs /aitlas

AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.

machine-learning deep-neural-networks computer-vision deep-learning geospatial models pytorch artificial-intelligence sentinel dataset remote-sensing classification image-classification segmentation object-detection satellite-data earth-observation satellite-images vision-transformer

UpdatedFeb 11, 2026
Python

pylandtemp /pylandtemp

Algorithms for computing global land surface temperature and emissivity from NASA's Landsat satellite images with Python.

python climate geospatial geodata image-processing raster landsat remote-sensing earth-science nasa-api satellite-data earth-observation nasa-data landsat-data satellite-images landsat-8 satellite-imagery-analysis

UpdatedMar 18, 2023
Python

ameraner /dsen2-cr

DSen2-CR: A network for removing clouds from Sentinel-2 images. This repo contains the model code, written in Python/Keras, as well as links to pre-trained checkpoints and the SEN12MS-CR dataset.

deep-learning satellite sentinel satellite-imagery satellite-data sar optical sentinel-2 residual-neural-network sentinel-1 cloud-removal

UpdatedJan 26, 2026
Python

pysat /pysat

Generalized data analysis workflow via a consistent easy to use interface.

python plasma nasa space space-science netcdf measurements satellite-data cubesat ionosphere electric-fields nasa-data science-research thermosphere radar-measurements magnetosphere

UpdatedJan 5, 2026
Python

Jimut123 /jimutmap

API to get enormous amount of high resolution satellite images from satellites.pro quickly through multi-threading! create map your own map dataset. Bringing data to Humans.

api resolution image images satellite geo scraping ml multithreading dataset scrape satellite-data high beautifulsoup4 fake-header enormous jimutmap deep-learning-dataset areal-image segmentation-mask

UpdatedSep 8, 2025
Python

opengeos /NASA-Earth-Data

A comprehensive list of NASA Earth science data products

geospatial earth-science satellite-imagery satellite-data nasa-data cloud-optimized-geotiff

UpdatedFeb 20, 2026
Jupyter Notebook

Ship-Detection-on-Remote-Sensing-Synthetic-Aperture-Radar-Data

jasonmanesis /Ship-Detection-on-Remote-Sensing-Synthetic-Aperture-Radar-Data

Maritime vessel detection from remote sensing SAR data, based on the architectures of the Faster-RCNN and YOLOv5 networks.

computer-vision deep-learning faster-rcnn satellite-data synthetic-aperture-radar detectron2 ship-detection yolov5 hrsid rotated-bounding-boxes

UpdatedMay 6, 2022
Jupyter Notebook

arthur-e /unmixing

Interactive tools for spectral mixture analysis of multispectral raster data in Python

raster remote-sensing satellite-imagery satellite-data multispectral-images earth-observation lsma spectral-mixture-analysis

UpdatedDec 19, 2019
Python

VSainteuf /lightweight-temporal-attention-pytorch

A PyTorch implementation of the Light Temporal Attention Encoder (L-TAE) for satellite image time series. classification

machine-learning deep-neural-networks deep-learning time-series satellite pytorch remote-sensing classification deeplearning satellite-imagery satellite-data time-series-classification self-attention

UpdatedJul 3, 2020
Python

eodash

eurodatacube /eodash

Software behind the RACE dashboard by ESA and the European Commission (https://race.esa.int), the Green Transition Information Factory - GTIF (https://gtif.esa.int), as well as the Earth Observing Dashboard by NASA, ESA, and JAXA (https://eodashboard.org)

nasa esa satellite-data european-commission european-union jaxa earthobservation green-deal

UpdatedAug 11, 2025
Vue

PatrickTUM /SEN12MS-CR-TS

image-reconstruction satellite radar sentinel remote-sensing satellite-imagery satellite-data sar optical inpainting sentinel-2 sentinel-1 cloud-removal

UpdatedJan 23, 2024
Python

eo-tides

GeoscienceAustralia /eo-tides

Tide modelling tools for large-scale satellite Earth observation analysis

oceanography remote-sensing ocean-modelling satellite-data tides coastal earth-observation coastal-modelling tidesandcurrents tide-modelling

UpdatedDec 16, 2025
Python

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