Search Results for author: Kostas Papafitsoros

Found 4 papers, 1 papers with code

WildlifeDatasets: An open-source toolkit for animal re-identification

2 code implementations15 Nov 2023 Vojtěch Čermák, Lukas Picek, Lukáš Adam, Kostas Papafitsoros

In this paper, we present WildlifeDatasets (https://github. com/WildlifeDatasets/wildlife-datasets) - an open-source toolkit intended primarily for ecologists and computer-vision / machine-learning researchers.

SeaTurtleID2022: A long-span dataset for reliable sea turtle re-identification

no code implementations9 Nov 2023 Lukáš Adam, Vojtěch Čermák, Kostas Papafitsoros, Lukáš Picek

This paper introduces the first public large-scale, long-span dataset with sea turtle photographs captured in the wild -- SeaTurtleID2022 (https://www. kaggle. com/datasets/wildlifedatasets/seaturtleid2022).

Benchmarking Instance Segmentation +2

SeaTurtleID2022: A long-span dataset for reliable sea turtle re-identification

no code implementations18 Nov 2022 Lukáš Adam, Vojtěch Čermák, Kostas Papafitsoros, Lukáš Picek

This paper introduces the first public large-scale, long-span dataset with sea turtle photographs captured in the wild -- \href{https://www. kaggle. com/datasets/wildlifedatasets/seaturtleid2022}{SeaTurtleID2022}.

Benchmarking Instance Segmentation +2

Optimization with learning-informed differential equation constraints and its applications

no code implementations25 Aug 2020 Guozhi Dong, Michael Hintermueller, Kostas Papafitsoros

Inspired by applications in optimal control of semilinear elliptic partial differential equations and physics-integrated imaging, differential equation constrained optimization problems with constituents that are only accessible through data-driven techniques are studied.

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