Code of the paper "ViGEO: an Assessment of Vision GNNs in Earth Observation" to appear in SSTDM23 workshop @ ICDM 2023.
This repository contains the reimplementation of ViG architecture using PyTorch Geometric and PyTorch Lightning. The experiments were conducted on RESISC45, PatternNet and BigEarthNet datasets using torchgeo library.
Paper can be found on arxiv here.
@INPROCEEDINGS{colomba23_icdmw,
author={Colomba, Luca and Garza, Paolo},
booktitle={2023 IEEE International Conference on Data Mining Workshops (ICDMW)},
title={ViGEO: an Assessment of Vision GNNs in Earth Observation},
year={2023},
volume={},
number={},
pages={816-822},
doi={10.1109/ICDMW60847.2023.00110}
}