no code implementations • 7 Dec 2023 • Ilias Tsoumas, Vasileios Sitokonstantinou, Georgios Giannarakis, Evagelia Lampiri, Christos Athanassiou, Gustau Camps-Valls, Charalampos Kontoes, Ioannis Athanasiadis
Pesticides serve as a common tool in agricultural pest control but significantly contribute to the climate crisis.
no code implementations • 30 Nov 2022 • Ilias Tsoumas, Georgios Giannarakis, Vasileios Sitokonstantinou, Alkiviadis Koukos, Dimitra Loka, Nikolaos Bartsotas, Charalampos Kontoes, Ioannis Athanasiadis
To this end, we propose an observational causal inference framework for the empirical evaluation of the impact of digital tools on target farm performance indicators (e. g., yield in this case).
no code implementations • 6 Nov 2022 • Ilias Tsoumas, Georgios Giannarakis, Vasileios Sitokonstantinou, Alkiviadis Koukos, Dimitra Loka, Nikolaos Bartsotas, Charalampos Kontoes, Ioannis Athanasiadis
To this end, we propose an observational causal inference framework for the empirical evaluation of the impact of digital tools on target farm performance indicators.
1 code implementation • CVPR 2023 • Johan Edstedt, Ioannis Athanasiadis, Mårten Wadenbäck, Michael Felsberg
This changes with our novel dense method, which outperforms both dense and sparse methods on geometry estimation.
1 code implementation • 12 Nov 2018 • Ioannis Athanasiadis, Panagiotis Mousouliotis, Loukas Petrou
Transfer learning is one of the subjects undergoing intense study in the area of machine learning.