Modern "photo editors" in this field are actually sophisticated Computer-Aided Sperm Analysis (CASA) platforms or AI-driven apps that process visual data.

: A powerful, open-source alternative for researchers. It allows for the study of motility, morphometry, and membrane integrity without the high costs of commercial systems.

: A specialized system using deep learning algorithms to automatically "annotate" sperm morphology, specifically identifying heads, midpieces, and tails to generate a teratozoospermic index (TZI). Why Morphology Editing Matters