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pro vyhledávání: '"Adam, Lukáš"'
We propose a new method - WildFusion - for individual identification of a broad range of animal species. The method fuses deep scores (e.g., MegaDescriptor or DINOv2) and local matching similarity (e.g., LoFTR and LightGlue) to identify individual an
Externí odkaz:
http://arxiv.org/abs/2408.12934
We introduce a new wildlife re-identification dataset WildlifeReID-10k with more than 214k images of 10k individual animals. It is a collection of 30 existing wildlife re-identification datasets with additional processing steps. WildlifeReID-10k cont
Externí odkaz:
http://arxiv.org/abs/2406.09211
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. The WildlifeDatasets is written in Pytho
Externí odkaz:
http://arxiv.org/abs/2311.09118
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). The dataset contains 8729 photographs of 438
Externí odkaz:
http://arxiv.org/abs/2311.05524
Publikováno v:
Proceedings of the 2024 IEEE/CVF Winter Conference on Applications of Computer Vision, pages 7146-7156
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}. The dataset contains 8729 photographs
Externí odkaz:
http://arxiv.org/abs/2211.10307
Autor:
Čermák, Vojtěch, Adam, Lukáš
We propose a novel method for creating adversarial examples. Instead of perturbing pixels, we use an encoder-decoder representation of the input image and perturb intermediate layers in the decoder. This changes the high-level features provided by th
Externí odkaz:
http://arxiv.org/abs/2110.07182
Autor:
Mader, Thomas, Pace, Rachel, Boucas da Silva, Rui T., Erwin Johannes Adam, Lukas, Näf, Gabriela, Charles Winter, Christopher, Maria Aspradakis, Mania, Radovic, Marco, Spyridonidis, Aristotelis, Hayoz, Stefanie, Gertrud Baumert, Brigitta
Publikováno v:
In Clinical and Translational Radiation Oncology March 2024 45
Proper traffic simulation of electric vehicles, which draw energy from overhead wires, requires adequate modeling of traction infrastructure. Such vehicles include trains, trams or trolleybuses. Since the requested power demands depend on a traffic s
Externí odkaz:
http://arxiv.org/abs/2010.03430
Many efficient algorithms have been designed to recover Nash equilibria of various classes of finite games. Special classes of continuous games with infinite strategy spaces, such as polynomial games, can be solved by semidefinite programming. In gen
Externí odkaz:
http://arxiv.org/abs/2009.12185
Accuracy at the top is a special class of binary classification problems where the performance is evaluated only on a small number of relevant (top) samples. Applications include information retrieval systems or processes with manual (expensive) post
Externí odkaz:
http://arxiv.org/abs/2006.12293