no code implementations • 4 Jul 2023 • Ivica Dimitrovski, Ivan Kitanovski, Nikola Simidjievski, Dragi Kocev
A common approach in practice to SSL pre-training is utilizing standard pre-training datasets, such as ImageNet.
no code implementations • 5 Aug 2022 • Dragi Kocev, Nikola Simidjievski, Ana Kostovska, Ivica Dimitrovski, Žiga Kokalj
The volume contains selected contributions from the Machine Learning Challenge "Discover the Mysteries of the Maya", presented at the Discovery Challenge Track of The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2021).
2 code implementations • 14 Jul 2022 • Ivica Dimitrovski, Ivan Kitanovski, Dragi Kocev, Nikola Simidjievski
We present AiTLAS: Benchmark Arena -- an open-source benchmark suite for evaluating state-of-the-art deep learning approaches for image classification in Earth Observation (EO).
1 code implementation • 21 Jan 2022 • Ivica Dimitrovski, Ivan Kitanovski, Panče Panov, Nikola Simidjievski, Dragi Kocev
The AiTLAS toolbox (Artificial Intelligence Toolbox for Earth Observation) includes state-of-the-art machine learning methods for exploratory and predictive analysis of satellite imagery as well as repository of AI-ready Earth Observation (EO) datasets.
no code implementations • 18 Jun 2017 • Ivica Obadić, Gjorgji Madjarov, Ivica Dimitrovski, Dejan Gjorgjevikj
To create latent factor representations for the new items, the convolutional neural network uses their textual description.