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Oct 12, 2021
#
remote-sensing
Here are 810 public repositories matching this topic...
machine-learning
computer-vision
deep-learning
remote-sensing
object-detection
satellite-imagery
earth-observation
instance-segmentation
Resources for deep learning with satellite & aerial imagery
python
machine-learning
deep-neural-networks
deep-learning
tensorflow
keras
pytorch
sentinel
dataset
remote-sensing
satellite-imagery
datasets
satellite-images
satellite-imageries
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Nov 12, 2021
A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets.
python
data-science
dataviz
jupyter
mapping
geospatial
jupyter-notebook
gis
image-processing
landsat
remote-sensing
colab
folium
google-earth-engine
ipywidgets
ipyleaflet
earth-engine
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Nov 14, 2021 - Python
An open source framework for deep learning on satellite and aerial imagery.
machine-learning
computer-vision
deep-learning
geospatial
pytorch
remote-sensing
classification
object-detection
semantic-segmentation
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Nov 1, 2021 - Python
A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping
python
notebook
geospatial
gis
tutorials
remote-sensing
google-earth-engine
earth-engine
notebook-jupyter
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Mar 16, 2021 - Jupyter Notebook
8
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List of datasets, codes, and contests related to remote sensing change detection
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Sep 19, 2021
A collection of 300+ Python examples for using Google Earth Engine in QGIS
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Nov 5, 2021 - Python
Rotational region detection based on Faster-RCNN.
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Nov 20, 2020 - Python
An advanced geospatial data analysis platform
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Nov 13, 2021 - Rust
yangxue0827
commented
Nov 17, 2019
Template:
DOTA1.0 (Task1)
Model | Backbone | mAP | Paper Link | Code Link |
---|---|---|---|---|
SCRDet | ResNet101 | 72.61 | ICCV2019 | [code](https://github.com/DetectionTeamUCAS/R2CNN-Plus-Plus_Tensorflow |
A curated list of Google Earth Engine resources
javascript
python
mapping
geospatial
jupyter-notebook
gis
remote-sensing
google-earth-engine
ipyleaflet
earth-engine
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Sep 20, 2021
A repository of custom scripts to be used with Sentinel Hub
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Nov 12, 2021 - JavaScript
Deep networks for Earth Observation
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Oct 23, 2019 - Jupyter Notebook
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.
python
review
machine-learning
caffe
deep-learning
code
tensorflow
matlab
keras
streetview
pytorch
artificial-intelligence
remote-sensing
unsupervised-learning
sar
open-datasets
change-detection
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Jul 30, 2021
Data Preparation for Satellite Machine Learning
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Sep 7, 2021 - Python
interactive notebooks from Planet Engineering
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Oct 29, 2021 - Jupyter Notebook
A collection of Python packages for geospatial analysis with binder-ready notebook examples
python
binder
vector
geospatial
gis
raster
remote-sensing
geoprocessing
geospatial-analysis
binder-ready
pangeo
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Sep 1, 2021 - Shell
Open Data Cube analyses continental scale Earth Observation data through time
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Nov 12, 2021 - Python
Python module for hyperspectral image processing
visualization
python
image-processing
remote-sensing
hyperspectral-image-classification
hyperspectral
target-detection
anomaly-detection
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Oct 5, 2021 - Python
A curated list of resources focused on Machine Learning in Geospatial Data Science.
machine-learning
computer-vision
deep-learning
tensorflow
geospatial
keras
gis
geoscience
landsat
remote-sensing
classification
convolutional-neural-networks
satellite-imagery
image-segmentation
semantic-segmentation
satellite-images
geospatial-machine-learning
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Jun 21, 2018
pgurruchaga
commented
Sep 14, 2021
Hi. I've been facing some trouble with the shoreline detection at a certain location where there's no white water and there's dark wet sand. My problem is kinda the opposite of #177 because in my case there's an offshore bias (instead of a detection in the wet-dry sand limit). I've also read #50 but unfortunately in my case adjusting the MNDWI threshold didn't help.
Besides, I re-trained the clas
deep-learning
satellite
pytorch
remote-sensing
classification
satellite-imagery
semantic-segmentation
data-augmentation
torchvision
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Aug 30, 2020 - Python
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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Nov 10, 2021 - Python
使用deeplab_v3模型对遥感图像进行分割
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Mar 28, 2020 - Python
Github mirror of https://gitlab.orfeo-toolbox.org/orfeotoolbox/otb
open-source
reproducible-research
cpp14
image-processing
open-science
remote-sensing
osgeo
otb
orfeotoolbox
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Nov 10, 2021 - GLSL
ACM Multimedia2020 University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization 🚁 annotates 1652 buildings in 72 universities around the world.
drone
satellite
pytorch
dataset
remote-sensing
apex
awesome-list
image-retrieval
cross-view
cvusa
geo-localization
multi-source-benchmark
cvact
gem-pooling
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Oct 11, 2021 - Python
Miami InSAR time-series software in Python
time-series
geoscience
geophysics
insar
geodesy
remote-sensing
earthquake
deformation
tectonics
volcano
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Nov 13, 2021 - Python
This repository contains some python code of some traditional change detection methods or provides their original websites, such as SFA, MAD, and some deep learning-based change detection methods, such as SiamCRNN, DSFA, and some FCN-based methods.
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Nov 8, 2021 - Python
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Nov 12, 2021 - Python
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I propose that we create an example section in the Documentation for both the API and CLI. Possible contents are, but not limited to:
This is a beginner friendly issue. A good starting point would be #140 and then build