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satellite-image-deep-learning/techniques

A collection of techniques for deep learning with satellite and aerial imagery, including object detection and classification.

10.0K
Active
Computer Vision
PyTorch
#satellite-imagery#remote-sensing#object-detection

OSGeo/gdal

GDAL is an open-source library for working with various geospatial data formats, useful for remote sensing and GIS applications.

5.8K
Active
C++
Databases
API Frameworks
#geospatial-data#raster#remote-sensing

sacridini/Awesome-Geospatial

A comprehensive collection of geospatial tools and resources for data analysis, machine learning, and spatial applications.

4.8K
Active
Databases
Backend Frameworks
#geospatial#spatial-analysis#earth-observation

torchgeo/torchgeo

TorchGeo is a Python library for working with geospatial data using PyTorch, providing datasets, samplers, transforms, and pre-trained models.

3.9K
Active
Python
Computer Vision
Databases
PyTorch
#geospatial#computer-vision#deep-learning

gee-community/geemap

A Python package for interactive geospatial analysis and visualization with Google Earth Engine.

3.9K
Active
Python
Databases
Frontend Frameworks
Jupyter
#geospatial#gis#remote-sensing

chrieke/awesome-satellite-imagery-datasets

List of satellite image training datasets with annotations for computer vision and deep learning

3.9K
Archived
#satellite-image-datasets#computer-vision#deep-learning

azavea/raster-vision

An open-source library for deep learning on satellite and aerial imagery using Python and PyTorch.

2.2K
Stable
Python
Computer Vision
Machine Learning Ops
PyTorch
#computer-vision#remote-sensing#geospatial

acgeospatial/awesome-earthobservation-code

A curated list of tools and resources for working with Earth observation and geospatial satellite imagery data.

1.3K
Active
HTML
Backend Frameworks
Databases
#earth-observation#geospatial-data#satellite-imagery

opengeos/Awesome-GEE

A curated list of Google Earth Engine resources for geospatial analysis and remote sensing applications.

1.2K
Active
Databases
Backend Frameworks
JavaScript
#geospatial#remote-sensing#gis

jblindsay/whitebox-tools

An advanced geospatial data analysis platform for tasks like geomorphology, hydrology, and remote sensing.

1.1K
Experimental
Rust
Databases
CLI Tools
#geospatial#gis#geomorphology

samapriya/awesome-gee-community-datasets

A community-driven catalog of geospatial datasets for use with Google Earth Engine.

1.1K
Active
HTML
Databases
CLI Tools
#geospatial#gis#earth-engine

satellite-image-deep-learning/datasets

A collection of datasets for deep learning with satellite and aerial imagery.

1.1K
Active
Computer Vision
Datasets
#earth-observation#remote-sensing#satellite-data

OSGeo/grass

GRASS is a free and open-source geospatial processing engine for spatial data analysis and visualization.

1.1K
Active
C
Backend Frameworks
Databases
#geospatial#gis#earth-observation

awesome-spectral-indices/awesome-spectral-indices

A curated list of Spectral Indices for Remote Sensing applications, focused on Earth Engine and satellite imagery.

1.1K
Active
Python
API Frameworks
Databases
Google Earth Engine
#remote-sensing#satellite-imagery#geographic-information-systems

sentinelsat/sentinelsat

A Python library for searching and downloading Copernicus Sentinel satellite images for geographic data analysis.

1.0K
Archived
Python
Geographic Data
Backend Frameworks
Python
#copernicus#esa#satellite-imagery

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