G Mougeot

Biom3d is a modular deep learning framework for 3D image segmentation that improves code sustainability and reproducibility.

flatbug, a YOLOv8 instance-segmentation model with multi-scale tile-pyramid inference and polygon-based deduplication, segments terrestrial arthropods across 23 image subdatasets and transfers to held-out subdatasets with a modest F1 penalty.