@article{202409.0702, doi = {10.20944/preprints202409.0702.v1}, url = {https://doi.org/10.20944/preprints202409.0702.v1}, year = 2024, month = {September}, publisher = {Preprints}, author = {Dimitris Sykas and Dimitrios Zografakis and Konstantinos Demestichas}, title = {Deep Learning Approaches for Wildfire Severity Prediction: A Comparative Study of Image Segmentation Networks and Visual Transformers on the EO4WildFires Dataset}, journal = {Preprints} }