GeoTorchAI

A Deep Learning and Scalable Data Processing Framework for Raster and Spatio-Temporal Datasets

Welcome to GeoTorchAI!

GeoTorchAI 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 GeoTorchAI

Coding Examples

Various examples with codes showing GeoTorchAI applications

GeoTorchAI Modules

Various components and modules of GeoTorchAI library