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Jain, Aditya; Cunha, Fagner; Bunsen, Michael James; Cañas, Juan Sebastián; Pasi, Léonard; Pinoy, Nathan; Helsing, Flemming; Russo, JoAnne; Botham, Marc; Sabourin, Michael; Frechette, Jonathan; Anctil, Alexandre; Lopez, Yacksecari; Navarro, Eduardo; Pimentel, Filonila Perez; Zamora, Ana Cecilia; Silva, José Alejandro Ramirez; Gagnon, Jonathan; August, Tom; Bjerge, Kim; Segura, Alba Gomez; Bélisle, Marc; Basset, Yves; McFarland, Kent P.; Roy, David; Høye, Toke Thomas; Larrivée, Maxim; Rolnick, David 2024-06-26 The dataset created as part of the work "Insect Identification in the Wild: The AMI Dataset". The arXiv version is available here. The AMI (Automated Monitoring of Insects) dataset, consists of two parts: 1) AMI-GBIF, a dataset of ∼2.5M human-captured insect images curated from citizen science platforms and museum collections, 2) AMI-Traps, an expert-annotated dataset of 2,893 insect camera trap images (representing 52,948 labeled insects) collected from a global network of automated camera traps, designed to test in-the-wild performance. https://opensource.org/licenses/MIT