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Awesome List
Long list of geospatial tools and resources
GitHub stars and default-branch commits for sacridini/Awesome-Geospatial.
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TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
An open source library and framework for deep learning on satellite and aerial imagery.
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
Computer Vision in Python
A new algorithm for retrieving topological skeleton as a set of polylines from binary images
TernausNetV2: Fully Convolutional Network for Instance Segmentation
Data Preparation for Satellite Machine Learning
Quickly view satellite imagery, hyperspectral imagery, and machine learning image outputs directly in your iTerm2 terminal.
Read images to numpy arrays
Image feature detection for the Julia language
Segment Anything in QGIS: click an object to get its outline, or name what you want (buildings, solar panels, trees) and get every match as vector polygons. QGIS plugin by TerraLab, free tier, no GPU needed.
Modular Framework for ML Inference on Geospatial Data