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Apr 14, 2022
#
satellite-data
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Resources for deep learning with satellite & aerial imagery
python
machine-learning
deep-neural-networks
deep-learning
tensorflow
keras
pytorch
sentinel
dataset
remote-sensing
classification
image-classification
convolutional-neural-networks
satellite-imagery
datasets
satellite-data
satellite-images
A curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!
awesome
geospatial-data
remote-sensing
awesome-list
satellite-imagery
satellite-data
google-earth-engine
earth-observation
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Mar 31, 2022 - HTML
framework for large-scale SAR satellite data processing
python
snap
radar
gdal
remote-sensing
satellite-data
sar
earth-observation
spatialite
sar-satellite-data
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Apr 10, 2022 - Python
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
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Oct 7, 2021 - Jupyter Notebook
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
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Jan 27, 2022 - Python
rstoneback
commented
May 26, 2021
Is your feature request related to a problem? Please describe.
It can be necessary to pull out the instrument sampling rate from data. In principle this should be easy but data gaps, instrument turn on/off, etc. can potentially frustrate this determination.
Describe the solution you'd like
It may be necessary for calc_res
in utils.time
to support different averaging methods for da
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
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Dec 19, 2019 - Python
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
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Apr 7, 2022 - Python
End-to-end solution for overhead image analysis
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Apr 9, 2022 - TypeScript
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
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Apr 9, 2021 - Python
Download and process GOES-16 and GOES-17 data from NOAA's archive on AWS using Python.
python
download
satellite
xarray
netcdf
glm
satellite-imagery
satellite-data
goes
noaa-satellite
goes-16
goes-satellite
goes-17
big-data-program
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Apr 4, 2022 - Python
Tools for Downloading, Customizing, and Processing Time Series of Satellite Images from Landsat, MODIS, and Sentinel
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Oct 7, 2020 - R
Python scripts to download and preprocess air pollution concentration level data aquired from the Sentinel-5P mission
python
air-quality
remote-sensing
air-pollution
esa
satellite-data
earth-observation
sentinel-5p
s5p
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Jul 7, 2021 - Python
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
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Jul 3, 2020 - Python
python
open-source
flask
opensource
space
satellite
ethereum
open-data
flask-backend
satellite-data
satellites
satellite-tracking
orbit-determination
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May 23, 2020 - Python
CCSDS Navigation Data Messages Read/Write Library
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Aug 1, 2021 - Python
The ukis-pysat package provides generic classes and functions to query, access and process multi-spectral and SAR satellite images
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Mar 9, 2022 - Python
Implementing a remote sensing object detector using Tensorflow object detection API
car
analysis
tensorflow
cars
object-detection
satellite-imagery
satellite-data
street
retina-image-analysis
satellite-images
retinanet
detection-api
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Jul 31, 2019 - Python
A challenge on the mapping of satellite altimeter sea surface height data organised by MEOM@IGE, Ocean-Next and CLS.
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Nov 19, 2021 - Jupyter Notebook
python codes for remote sensing applications will be uploaded here. I will try to teach everything I learn during my projects in here.
python
machine-learning
deep-learning
scikit-learn
point-cloud
gdal
remote-sensing
lidar
satellite-imagery
satellite-data
hyperspectral-image-classification
multispectral-images
satellite-images
hyperspectral-imaging
lidar-point-cloud
pdal
gdal-python
spacenet-dataset
gdal-python-libraries
python-pdal
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Feb 13, 2022 - Jupyter Notebook
Workshop materials for EGU General Assembly 2021 sessions Spatio-temporal trend analysis of spatial climate data (temperature and rainfall) using Python Satellite image processing using Python programming
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Jan 19, 2022 - Jupyter Notebook
Android application on Google Play. Animated planet Earth with live weather and satellite data.
android
weather
opengl
nasa
satellite
earth
global-warming
satellite-data
meteosat
gfs
nasa-data
cci-reanalyzer
airmass-realtime-imagery
eumetsat
earth-viewer
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Jul 23, 2021 - Java
Advanced Early Dengue Prediction and Exploration Service
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Oct 19, 2020 - Jupyter Notebook
Evapotranspiration (ET) models for use in python and with integration into Google Earth Engine
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Apr 4, 2022 - Python
Multi-Class Semantic Segmentation on Dubai's Satellite Images.
machine-learning
computer-vision
deep-learning
keras
convolutional-neural-networks
satellite-imagery
image-segmentation
satellite-data
semantic-segmentation
tensorflow2
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Aug 8, 2021 - Jupyter Notebook
Spatial and temporal interpolation of satellite altimetry data usinig Diva & Divand methods
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Oct 25, 2019 - Jupyter Notebook
EODMS API Client for Python
python
satellite
canada
python3
satellite-imagery
satellite-data
sar
synthetic-aperture-radar
eodms-client
eodms
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Apr 9, 2022 - Python
UKIS Cloud Shadow MASK
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Mar 3, 2022 - Python
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Is there a way to know when the imagery was collected? I assume sometime in the daylight hours, and probably recently(?) but I have no way of knowing by looking at the output and the associated image.
Can that output be put in the CLI output or some other metadata file that gets associated with the
LC#######
directory?