WildlifeDatasets: an Open-source Toolkit for Animal Re-identification: Conclusion and References

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This paper presents an opensource toolkit intended primarily for ecologists and computer-vision/machine-learning researchers for wildlife re-identification.

Author: Vojtech ˇ Cerm ˇ ak, Czech Technical University in Prague ; Lukas Picek, University of West Bohemia & INRIA ; Luka´s Adam, Czech Technical University in Prague ; Kostas Papafitsoros, Queen Mary University of London . Table of Links Abstract and Introduction Related work The WildlifeDatasets toolkit MegaDescriptor – Methodology Ablation studies Performance evaluation Conclusion and References 7.

Anka Bedetti, Cathy Greyling, Barry Paul, Jennifer Blondeau, Amy Clark, Hannah Malin, Jackie Horne, Ronny Makukule, Jessica Wilmot, Tammy Eggeling, et al. System for elephant ear-pattern knowledge to identify individual african elephants. Pachyderm, 61:63–77, 2020. 2 Douglas T Bolger, Thomas A Morrison, Bennet Vance, Derek Lee, and Hany Farid. A computer-assisted system for photographic mark–recapture analysis. Methods in Ecology and Evolution, 3:813–822, 2012.

Debayan Deb, Susan Wiper, Sixue Gong, Yichun Shi, Cori Tymoszek, Alison Fletcher, and Anil K Jain. Face recognition: Primates in the wild. In 2018 Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, et al. An image is worth 16x16 words: Transformers for image recognition at scale. arXiv preprint arXiv:2010.11929, 2020. 4 Axel Drechsler, Tobias Helling, and Sebastian Steinfartz.

/CVF International Conference on Computer Vision, pages 10012–10022, 2021. 4 Zhuang Liu, Hanzi Mao, Chao-Yuan Wu, Christoph Feichtenhofer, Trevor Darrell, and Saining Xie. A convnet for the 2020s. In Proceedings of the Transactions on Image Processing, 30:2837– 2849, 2021. 3 Hendrik Weideman, Chuck Stewart, Jason Parham, Jason Holmberg, Kiirsten Flynn, John Calambokidis, D Barry Paul, Anka Bedetti, Michelle Henley, Frank Pope, and Jerenimo Lepirei. Extracting identifying contours for African elephants and humpback whales using a learned appearance model. In Proceedings of the

/CVF International Conference on Computer Vision, pages 5359–5368, 2019. 1, 3 This paper is available on arxiv under CC BY-NC-ND 4.0 DEED license. Author: Vojtech ˇ Cerm ˇ ak, Czech Technical University in Prague ; Lukas Picek, University of West Bohemia & INRIA ; Luka´s Adam, Czech Technical University in Prague ; Kostas Papafitsoros, Queen Mary University of London .

Anka Bedetti, Cathy Greyling, Barry Paul, Jennifer Blondeau, Amy Clark, Hannah Malin, Jackie Horne, Ronny Makukule, Jessica Wilmot, Tammy Eggeling, et al. System for elephant ear-pattern knowledge to identify individual african elephants. Pachyderm, 61:63–77, 2020. 2 Douglas T Bolger, Thomas A Morrison, Bennet Vance, Derek Lee, and Hany Farid. A computer-assisted system for photographic mark–recapture analysis. Methods in Ecology and Evolution, 3:813–822, 2012.

 

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WildlifeDatasets: an Open-source Toolkit for Animal Re-identification: Ablation StudiesThis paper presents an opensource toolkit intended primarily for ecologists and computer-vision/machine-learning researchers for wildlife re-identification.
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