LifeCLEF 2024 Teaser: Challenges on Species Distribution Prediction and Identification - INRAE - Institut national de recherche pour l’agriculture, l’alimentation et l’environnement
Conference Papers Year : 2024

LifeCLEF 2024 Teaser: Challenges on Species Distribution Prediction and Identification

Alexis Joly
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Lukáš Picek
Benjamin Deneu
César Leblanc
Théo Larcher
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Milan Šulc
Marek Hrúz
Jiří Matas
Robert Planqué
Willem-Pier Vellinga
Holger Klinck
Tom Denton
Andrew Durso

Abstract

Building accurate knowledge of the identity, the geographic distribution and the evolution of species is essential for the sustainable development of humanity, as well as for biodiversity conservation. However, species identification and inventory is a difficult and costly task, requiring large-scale automated approaches. The LifeCLEF lab has been promoting and evaluating advances in this domain since 2011 through the organization of multi-year challenges. The 2024 edition presented in this article proposes five data-driven challenges as a continuation of this effort: (i) BirdCLEF: bird species recognition in audio soundscapes, (ii)FungiCLEF: fungi recognition beyond 0-1 cost, (iii) GeoLifeCLEF: remote sensing based prediction of species, (iv) PlantCLEF: Multi-species identification in vegetation plot images, and (v) SnakeCLEF: snake recognition in medically important scenarios.
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Dates and versions

hal-04667635 , version 1 (05-08-2024)

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Alexis Joly, Lukáš Picek, Stefan Kahl, Hervé Goëau, Vincent Espitalier, et al.. LifeCLEF 2024 Teaser: Challenges on Species Distribution Prediction and Identification. ECIR 2024 - 46th European Conference on Information Retrieval, Mar 2024, Glasgow, United Kingdom. pp.19-27, ⟨10.1007/978-3-031-56072-9_3⟩. ⟨hal-04667635⟩
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