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techniques satellite-image-deep-learning

1.4k

7.9k

apache-2.0

262

Techniques for deep learning with satellite & aerial imagery

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

Created 2018-04-16

1,321 commits to master branch, last one a day ago

felicette plant99

88

1.8k

mit

40

Satellite imagery for dummies.

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

This repository has been archived (exclude archived)

Created 2020-07-12

114 commits to master branch, last one 2 years ago

awesome-earthobservation-code acgeospatial

233

1.2k

cc0-1.0

81

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

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

Created 2020-04-14

585 commits to master branch, last one 2 months ago

datasets satellite-image-deep-learning

60

519

unknown

14

Datasets for deep learning with satellite & aerial imagery

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

Created 2022-11-25

146 commits to main branch, last one a day ago

pyroSAR johntruckenbrodt

110

485

mit

18

framework for large-scale SAR satellite data processing

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

Created 2017-06-27

2,800 commits to main branch, last one 16 days ago

Satellite_Imagery_Analysis syamkakarla98

119

226

gpl-3.0

6

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

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

Created 2021-01-07

28 commits to main branch, last one 2 years ago

aitlas biasvariancelabs

37

179

apache-2.0

10

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

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

Created 2020-05-15

547 commits to master branch, last one 4 days ago

goes2go blaylockbk

28

175

mit

12

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

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

Created 2020-09-18

351 commits to main branch, last one 5 months ago

pylandtemp pylandtemp

27

165

apache-2.0

7

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

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

Created 2019-03-05

184 commits to master branch, last one about a year ago

pysat pysat

36

148

bsd-3-clause

11

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

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

Created 2015-04-05

8,648 commits to main branch, last one 2 months ago

jimutmap Jimut123

16

139

gpl-3.0

7

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.

Created 2019-02-05

290 commits to master branch, last one 7 months ago

NASA-Earth-Data opengeos

12

127

mit

6

A comprehensive list of NASA Earth science data products

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

Created 2023-12-19

180 commits to main branch, last one a day ago

dsen2-cr ameraner

29

123

gpl-3.0

2

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.

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

Created 2020-11-04

19 commits to main branch, last one 9 days ago

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

13

92

mit

3

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

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

Created 2022-03-11

138 commits to main branch, last one 2 years ago

eodash eurodatacube

43

88

mit

10

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 Das...

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

Created 2020-05-15

8,144 commits to staging branch, last one 20 hours ago

aitlas-arena biasvariancelabs

6

70

mit

5

An open-source benchmark framework for evaluating state-of-the-art deep learning approaches for image classification in Earth Observation (EO)

models dataset pytorch sentinel geospatial sentinel-2 deep-learning remote-sensing satellite-data computer-vision geospatial-data satelite-images machine-learning earth-observation satellite-imagery vision-transformer geospatial-analysis deep-neural-networks image-classification

Created 2022-01-21

78 commits to main branch, last one about a month ago

SEN12MS-CR-TS PatrickTUM

10

67

unknown

1

This repository has no description...

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

Created 2022-03-10

20 commits to master branch, last one 4 months ago

dubai-satellite-imagery-segmentation ayushdabra

29

67

gpl-3.0

3

Multi-Class Semantic Segmentation on Dubai's Satellite Images.

keras tensorflow2 deep-learning satellite-data computer-vision machine-learning satellite-imagery image-segmentation semantic-segmentation convolutional-neural-networks

Created 2021-06-13

19 commits to main branch, last one about a year ago

ansyn AnSyn

8

57

mit

7

End-to-end solution for overhead image analysis

gis image-analysis satellite-data overhead-image-analysis

Created 2017-03-09

3,761 commits to master branch, last one 3 years ago

RGISTools spatialstatisticsupna

15

51

gpl-3.0

6

Tools for Downloading, Customizing, and Processing Time Series of Satellite Images from Landsat, MODIS, and Sentinel

smoothing gap-filling satellite-data satellite-imagery

Created 2019-05-30

313 commits to master branch, last one about a year ago

geeet kaust-halo

14

50

mit

4

Evapotranspiration (ET) models for use in python and with integration into Google Earth Engine

gee tseb evaporation remote-sensing satellite-data evapotranspiration google-earth-engine

Created 2021-03-07

171 commits to main branch, last one about a month ago

ukis-csmask dlr-eoc

6

45

apache-2.0

2

UKIS Cloud Shadow MASK

gis ukis cloud-shadow satellite-data cloud-shadow-mask earth-observation

Created 2021-01-11

74 commits to main branch, last one 5 months ago

sliderule-python SlideRuleEarth

21

41

bsd-3-clause

7

SlideRule Earth Example Notebooks: On-demand, cloud-based processing of satellite mission data (NASA ICESat-2, GEDI, ArcticDEM/REMA, HLS)

gedi nasa python icesat-2 elevation-data satellite-data

Created 2020-11-09

743 commits to main branch, last one 24 days ago

GreenExp_R Spatial-Data-Science-and-GEO-AI-Lab

4

38

mit

1

This is a R toolkit and developer version package to estimate multidimensional aspects of greenness and nature exposure, such as availability, accessibility and visibility using various geospatial dat...

osm nature greenspace spatialdata satellite-data spatial-analysis

Created 2023-05-01

246 commits to main branch, last one 6 months ago

UnCRtainTS PatrickTUM

2

37

unknown

1

This repository has no description...

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

Created 2023-04-09

7 commits to main branch, last one 5 months ago

annotation satellite-image-deep-learning

8

31

apache-2.0

1

Annotation of datasets for deep learning applied to satellite and aerial imagery

datasets software annotation satellite-data satellite-imagery dataset-generation

Created 2023-01-25

9 commits to main branch, last one 2 months ago

nmea.js BMSVieira

0

30

mit

2

Javascript NMEA Parser

gps nmea nmea0183 nmea2000 javascript nmea-parser nmea-sentences satellite-data javascript-library

Created 2024-01-19

17 commits to main branch, last one 4 months ago