Bioclip: A vision foundation model for the tree of life
Images of the natural world collected by a variety of cameras from drones to individual
phones are increasingly abundant sources of biological information. There is an explosion …
phones are increasingly abundant sources of biological information. There is an explosion …
The unpaved road towards efficient selective breeding in insects for food and feed—A review
Insect production for food and feed presents a promising supplement to ensure food safety
and address the adverse impacts of agriculture on climate and environment in the future …
and address the adverse impacts of agriculture on climate and environment in the future …
Insect identification in the wild: The ami dataset
Insects represent half of all global biodiversity, yet many of the world's insects are
disappearing, with severe implications for ecosystems and agriculture. Despite this crisis …
disappearing, with severe implications for ecosystems and agriculture. Despite this crisis …
Insect detect: An open-source DIY camera trap for automated insect monitoring
M Sittinger, J Uhler, M Pink, A Herz - Plos one, 2024 - journals.plos.org
Insect monitoring is essential to design effective conservation strategies, which are
indispensable to mitigate worldwide declines and biodiversity loss. For this purpose …
indispensable to mitigate worldwide declines and biodiversity loss. For this purpose …
[HTML][HTML] A deep learning pipeline for time-lapse camera monitoring of insects and their floral environments
Arthropods, including insects, represent the most diverse group and contribute significantly
to animal biomass. Automatic monitoring of insects and other arthropods enables quick and …
to animal biomass. Automatic monitoring of insects and other arthropods enables quick and …
[HTML][HTML] Enhancing model robustness to imbalanced species abundance distributions: Eliminating misclassified records via a model-agnostic approach, exemplified …
Z Li, T Zhang, L Song - Ecological Informatics, 2024 - Elsevier
Anomalies in species abundance data can potentially cause classification errors in
ecological forecasting models. Accurate estimation of anomalies locations can enhance the …
ecological forecasting models. Accurate estimation of anomalies locations can enhance the …
[HTML][HTML] STARdbi: A pipeline and database for insect monitoring based on automated image analysis
Insects are highly abundant and diverse, and play major roles in ecosystem functions.
Monitoring of insect populations is key to their sustainable management. However, the labor …
Monitoring of insect populations is key to their sustainable management. However, the labor …
Hierarchical image classification using transfer learning to improve deep learning model performance for amazon parrots
JI Kim, JW Baek, CB Kim - Scientific Reports, 2025 - nature.com
Numerous studies have proven the potential of deep learning models for classifying wildlife.
Such models can reduce the workload of experts by automating species classification to …
Such models can reduce the workload of experts by automating species classification to …
The unpaved road towards efficient selective breeding in insects for food and feed
Insect production for food and feed presents a promising supplement to ensure food safety
and address the adverse impacts of agriculture on climate and environment in the future …
and address the adverse impacts of agriculture on climate and environment in the future …
[HTML][HTML] In-field monitoring of ground-nesting insect aggregations using a scaleable multi-camera system
D Calvus, K Wueppenhorst, R Schlösser, F Klaus… - Ecological …, 2025 - Elsevier
Insects provide essential ecosystem services, but are threatened by multiple anthropogenic
stressors. Observing insect populations and behaviour is crucial to gain a better …
stressors. Observing insect populations and behaviour is crucial to gain a better …