A Deep Learning and Scalable Data Processing Framework for Raster and Spatio-Temporal Datasets
Extracto
GeoTorch is a python library on top of PyTorch and Apache Sedona for deep learning and scalable data processing focusing on raster imagery and spatio-temporal non-imagery datasets. It has various modules for deep learning and data preprocessing under both categories of datasets. The deep learning module offers ready-to-use datasets, models, and transformations.
Contenido
Welcome to GeoTorch!
GeoTorch is a python library on top of PyTorch and Apache Sedona for deep learning and scalable data processing focusing on raster imagery and spatio-temporal non-imagery datasets. It has various modules for deep learning and data preprocessing under both categories of datasets. The deep learning module offers ready-to-use datasets, models, and transformations.
Guide to API
Details API and programming guide for various modules of GeoTorch
Coding Examples
Various examples with codes showing GeoTorch applications
GeoTorch Modules
Various components and modules of GeoTorch library