5 projects
torchgeo
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
lightning-uq-box
Lightning-UQ-Box: A toolbox for uncertainty quantification in deep learning
geobench
A benchmark designed to advance foundation models for Earth monitoring, tailored for remote sensing. It encompasses six classification and six segmentation tasks, curated for precision and model evaluation. The package also features a comprehensive evaluation methodology and showcases results from 20 established baseline models.
oceantaco
Reproducible native-coordinate ocean retrieval and sampling
evaluma
ML benchmark ranking tools — IQM, Bayesian pairwise, and Dolan-Moré performance profiles
