solaris

CosmiQ Works Geospatial Machine Learning Analysis Toolkit

This repository provides the source code for the CosmiQ Works solaris project, which provides software tools for:

  • Tiling large-format overhead images and vector labels
  • Converting between geospatial raster and vector formats and machine learning-compatible formats
  • Performing semantic and instance segmentation, object detection, and related tasks using deep learning models designed specifically for overhead image analysis
  • Evaluating performance of deep learning model predictions