Our method uses multitask and transfer learning to classify insects at three different taxonomic ranks: order, family, and species. This work aims to robustly ...
Jun 30, 2023 · Here, we present an algorithm to hierarchically classify insects from images, leveraging a simple taxonomy to (1) classify specimens across ...
Jun 30, 2023 · Our method uses multitask and transfer learning to classify insects at three different taxonomic ranks: order, family, and species. This work ...
Here, we present an algorithm to hierarchically classify insects from images, leveraging a simple taxonomy to (1) classify specimens across multiple taxonomic ...
Oct 22, 2024 · We show that these models detect and classify small insects in complex scenes with unprecedented accuracy. The best performing YOLOv5 model ...
Nov 1, 2023 · Here, we present an algorithm to hierarchically classify insects from images, leveraging a simple taxonomy to (1) classify specimens across ...
Jun 30, 2023 · Bjerge, Kim ; Geissmann, Quentin ; Alison, Jamie et al. / Hierarchical Classification of Insects with Multitask Learning and Anomaly Detection.
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This method leverages both the hierarchical structure and multitask learning, resulting in improved classification accuracy across multiple taxonomic levels.
Hierarchical classification of insects with multitask learning and anomaly detection ... Identification Method Based on Deep Learning for Realizing a Pest ...
Jul 6, 2023 · Hierarchical Classification of Insects with Multitask Learning and Anomaly Detection. Cameras and computer vision are revolutionising the ...