MIRA: an open source and user-friendly software to automate counting and sizing of fungal spores
Joffrey Mejias, Henri Adreit, Anaëlle Blanc, Nadia Lubin, Cassandre Jolivet, Valentin Guyot, Oïana Brayle, Nicolas Poncelet, Elisabeth Fournier, Emmanuel Wicker, Jean Philippe Carlier, Didier Tharreau, Sébastien Ravel
MIRA automates fungal spore counting and sizing using YOLO deep learning, achieving high accuracy and efficiency compared to manual methods.
bioRxiv · Aug 7, 2026 · PreprintPlant Biology