Colony Grounded SAM2: Zero-shot detection and segmentation of bacterial colonies using foundation models

Daan Korporaal, Patrick de Kruijf, Ralph H. G. M. Litjens +1

The detection and classification of bacterial colonies in images of agar-plates is important in microbiology, but is hindered by the lack of labeled datasets. Therefore, we propose…