The study of the retinal vasculature is a fundamental stage in screening and diagnosis many diseases. A complete vascular analysis requires to segment classify blood vessels retina into arteries veins (A/V). Early automatic methods approached these segmentation classification tasks two sequential stages. However, currently, are as joint semantic task, results highly depend on effectiveness vess...