Výsledky vyhledávání - "STEINKE, DIRK"

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BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity

Autor: Gharaee, Zahra, Lowe, Scott C., Gong, ZeMing, Arias, Pablo Millan, Pellegrino, Nicholas, Wang, Austin T., Haurum, Joakim Bruslund, Zarubiieva, Iuliia, Kari, Lila, Steinke, Dirk, Taylor, Graham W., Fieguth, Paul, Chang, Angel X.

As part of an ongoing worldwide effort to comprehend and monitor insect biodiversity, this paper presents the BIOSCAN-5M Insect dataset to the machine learning community and establish several benchmark tasks. BIOSCAN-5M is a comprehensive dataset con

Externí odkaz: http://arxiv.org/abs/2406.12723

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BarcodeBERT: Transformers for Biodiversity Analysis

Autor: Arias, Pablo Millan, Sadjadi, Niousha, Safari, Monireh, Gong, ZeMing, Wang, Austin T., Lowe, Scott C., Haurum, Joakim Bruslund, Zarubiieva, Iuliia, Steinke, Dirk, Kari, Lila, Chang, Angel X., Taylor, Graham W.

Understanding biodiversity is a global challenge, in which DNA barcodes - short snippets of DNA that cluster by species - play a pivotal role. In particular, invertebrates, a highly diverse and under-explored group, pose unique taxonomic complexities

Externí odkaz: http://arxiv.org/abs/2311.02401

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A Step Towards Worldwide Biodiversity Assessment: The BIOSCAN-1M Insect Dataset

Autor: Gharaee, Zahra, Gong, ZeMing, Pellegrino, Nicholas, Zarubiieva, Iuliia, Haurum, Joakim Bruslund, Lowe, Scott C., McKeown, Jaclyn T. A., Ho, Chris C. Y., McLeod, Joschka, Wei, Yi-Yun C, Agda, Jireh, Ratnasingham, Sujeevan, Steinke, Dirk, Chang, Angel X., Taylor, Graham W., Fieguth, Paul

In an effort to catalog insect biodiversity, we propose a new large dataset of hand-labelled insect images, the BIOSCAN-Insect Dataset. Each record is taxonomically classified by an expert, and also has associated genetic information including raw nu

Externí odkaz: http://arxiv.org/abs/2307.10455

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