There is a newer version of the record available.

Published February 5, 2025 | Version v2.0
Software Open

GEOCLASS-image (v1.0)

  • 1. University of Colorado, Boulder

Description

The tool and accompanying scripts which make up this repository are suitable for applications in which it is desirable to characterize and classify different sub-regions within large GeoTIFF images, especially in cases when pre-existing labelled training datasets are not available. The example use-case outlined in this guide consists of classifying glacier surface types from WorldView images using a Variogram-based Neural Network Classification Model. When using this repository, please report any bugs by submitting an issue with a description of the bug, along with your operating system/version and any relevant screenshots or terminal output.

Notes

If you use this software, please cite it using the metadata from this file.

Files

Herzfeld-Lab/GEOCLASS-image-v2.0.zip

Files (305 Bytes)

Name Size Download all
md5:7e674565d95f6a4d971b780c2c99b3c0
305 Bytes Preview Download

Additional details

Related works