Machine learning driven image segmentation and shape clustering of algal microscopic images obtained from various water types
F. Nelli, Z. Ge, L. Blackall, N. Taheriashtiani, R. Henry, D. R. Brumley, M. Grace, A. Jex, M. Burch, T.-F. Lin, C. Bertelkamp, A. Willis, L. Gao, J. Schmidt, N. D. Crosbie, A. Zamyadi
This study applies FastSAM for automated algal cell segmentation and clustering in water samples, showing high accuracy for single cells and varying clustering performance.
bioRxiv · Apr 13, 2024Microbiology