Deep Learning, Artificial Intelligence, Microscopy, Bioinformatics.
methods rely on some sort of depth perception which we simply don’t have. Second, our objects are noisy and organic — there is a lot of variation due to bits missing, fluorophores not being where they should be and so forth. Finally, our images are showing light intensity, not solid surfaces.