Dataset for detecting nocturnal insects and a broad taxon classifier with 15 arthropod categories

Dataset used for training and testing as described in the paper:

Bjerge K, Karstoft H, Hoye T.T, "Towards edge processing of images from insect camera traps", bioRxiv:10.1101/2024.07.01.601488v2

insectDetector.zip: Contains images and labels in YOLO format for training (777 images) and testing (77 images)Labels in YOLO format: YOLO label format

broadTaxonClassifier.zip: Contains images sorted into 15 categories of arthropods and one for vegetation (125,135 images)

The 15 categories of taxon with vegetation sorted in subfolders:

AraneaeColeopteraDipteraBrachyceraDipteraNematoceraDipteraTipulidaeDipteraTrichoceridaeEphemeropteraHemipteraHymenopteraOtherHymenopteraVespidaeLepidopteraMacroLepidopteraMicroNeuropteraOpilionesTrichopteraVegetation

See the paper link for more details on the datasets such as number of labels and images for each taxon category.