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Št. zadetkov: 3
Clustering time series of smart meter measurements
Matija Teršek, Erik Štrumbelj
Diplomsko delo
Oznake: time series;similarity measures;representations;clustering;recurrent neural networks;variational autoencoders;computer science;computer and information science;computer science and mathematics;interdisciplinary studies;diploma;
In this thesis we provide a compact review of 8 time series representations in combination with 2 clustering algorithms and 2 indices for internal clustering validation. We analyse time series measured by smart meter devices and check how their representations affect clustering. We conclude that no ...
Leto: 2020 Vir: Fakulteta za računalništvo in informatiko (UL FRI)
Hardware constrained fast maritime obstacle detection for autonomous vessels
Matija Teršek, Matej Kristan, Lojze Žust
Magistrsko delo
Oznake: semantic segmentation;unmanned surface vehicles;mobile network;real time performance;lightweight network architecture;MetaFormer;computer science;master's thesis;
Precise detection of obstacles is needed for the successful navigation of autonomous vessels. Recent approaches use semantic segmentation to better generalize to unknown scenarios. However, the majority do not consider computational complexity and constraints, which makes proposed architectures unde ...
Leto: 2022 Vir: Fakulteta za računalništvo in informatiko (UL FRI)
[Re] learning to count everything
Maša Kljun, Matija Teršek, Domen Vreš
Kratki znanstveni prispevek
Oznake: učenje s primeri;štetje s primeri;konvolucijska nevronska mreža;podatkovna množica za štetje;few-shot learning;few-shot counting;CNN;counting data set;
Leto: 2022 Vir: Fakulteta za računalništvo in informatiko (UL FRI)
Št. zadetkov: 3
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