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[ISPRS 2024] LoveNAS: Towards Multi-Scene Land-Cover Mapping via Hierarchical Searching Adaptive Network
AutoML library for deep learning
GDAL is an open source MIT licensed translator library for raster and vector geospatial data formats.
Long list of geospatial tools and resources
A curated list of automated machine learning papers, articles, tutorials, slides and projects
?? List of satellite image training datasets with annotations for computer vision and deep learning
Fast and flexible AutoML with learning guarantees.
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"
Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)
An open source library and framework for deep learning on satellite and aerial imagery.