3 papers
cs.CV2025
Open-Insect: Benchmarking Open-Set Recognition of Novel Species in Biodiversity Monitoring
Yuyan Chen, Nico Lang, B. Christian Schmidt +5
Global biodiversity is declining at an unprecedented rate, yet little information is known about most species and how their populations are changing. Indeed, some 90% of Earth's sp…
cs.CV2024
Insect Identification in the Wild: The AMI Dataset
Aditya Jain, Fagner Cunha, Michael James Bunsen +25
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, d…
cs.CV2024
A machine learning pipeline for automated insect monitoring
Aditya Jain, Fagner Cunha, Michael Bunsen +4
Climate change and other anthropogenic factors have led to a catastrophic decline in insects, endangering both biodiversity and the ecosystem services on which human society depend…