MATLAB code for a Graphic User Interface dedicated to automatically count and quantify dendritic spines from fluorescence microscopy images. It has been tested with .oib files from immunohistochemistries standard protocols. Quantification is not perfect, but it can be fine-tuned for particular sets of images and it's going to be always reproducible, as opposed to the work of manual operators who usually perform this tasks.