Overview of SnakeCLEF 2022: Automated Snake Species Identification on a Global Scale

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F22%3A43966113" target="_blank" >RIV/49777513:23520/22:43966113 - isvavai.cz</a>
Result on the web
<a href="https://ceur-ws.org/Vol-3180/paper-156.pdf" target="_blank" >https://ceur-ws.org/Vol-3180/paper-156.pdf</a>
DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Overview of SnakeCLEF 2022: Automated Snake Species Identification on a Global Scale
Original language description
The main goal of the third year of the SnakeCLEF challenge was to provide an evaluation platform that helps track the performance of AI-driven methods for snake species recognition systems on a global scale and allows direct comparison with human experts. We ran two challenges separately for humans — experts and novices — and AI methods in order to lay the groundwork for future comparison between human and machine-based snake species identification. We have provided 187,129 snake observations with 318,532 photographs — 270,251 for training and 48,281 for testing — of 1,572 snake species collected in 208 countries. The human performance evaluation was conducted on a tailored subset with 150 images derived from the full test set. We report (i) a description of the provided data, (ii) evaluation methodology and principles, (iii) an overview of the methods submitted by the participating teams, and (iv) a discussion of the obtained results. © 2022 Copyright for this paper by its authors.
Czech name
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Czech description
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Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2022
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum
ISBN
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ISSN
1613-0073
e-ISSN
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Number of pages
13
Pages from-to
1957-1969
Publisher name
CEUR-WS
Place of publication
Bologna
Event location
Bologna, Itálie
Event date
Sep 5, 2022
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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