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Pierre Bonnet

2 accepted papers

2024

GeoPlant: Spatial Plant Species Prediction Dataset

NeurIPS 2024spotlight

The difficulty of monitoring biodiversity at fine scales and over large areas limits ecological knowledge and conservation efforts. To fill this gap, Species Distribution Models (SDMs) predict species across space from spatially explicit features. Yet, they face the challenge of integrating the rich…

Cited by 7SourcePDFScholar
2021

Pl@ntNet-300K: a plant image dataset with high label ambiguity and a long-tailed distribution

NeurIPS 2021poster

This paper presents a novel image dataset with high intrinsic ambiguity specifically built for evaluating and comparing set-valued classifiers. This dataset, built from the database of Pl@ntnet citizen observatory, consists of 306,146 images covering 1,081 species. We highlight two particular featur…

Cited by 50SourceScholar