← Search

Paul W. Fieguth

2 accepted papers

2024

BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity

NeurIPS 2024poster

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 containing multi-modal information for over 5 million…

2023

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

NeurIPS 2023poster

In an effort to catalog insect biodiversity, we propose a new large dataset of hand-labelled insect images, the BIOSCAN-1M Insect Dataset. Each record is taxonomically classified by an expert, and also has associated genetic information including raw nucleotide barcode sequences and assigned barcode…