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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

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

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

plant99/felicette

A Python library for processing and visualizing satellite imagery data.

1.8K
Archived
Python
Databases
Data Visualization
Python
#earth-observation#geospatial-data#satellite-imagery

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

pytroll/satpy

A Python package for processing earth-observing satellite data with support for common data formats and tools.

1.2K
Active
Python
Databases
ETL & Pipelines
Python
#satellite#weather#climate

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

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