COLLEMBOT: AI-Based Counting of Collembola for OECD 232 Tests
Micha Wehrli, A. Meyer, Éverton Souza da Silva, Sam van Loon, Bart G van Hall, Cornelis A.M. van Gestel, Tiago Natal‐da‐Luz, Max V. R. Döring, Heike Feldhaar, Magdalena M. Mair, Denis Jordan, Miriam Langer
COLLEMBOT automates counting of Collembola in OECD 232 tests using YOLOv11, achieving high accuracy and significantly reducing time compared to manual methods.
Environmental Toxicology and Chemistry · Mar 21, 2026Peer-reviewedEcology