In this work, we investigate the ability of modern computer to provide an automatic extraction of fish age from otolith images. The dataset used in this work is provided from the database of the Hellenic Center of Marine Research (HCMR) and includes a large collection of 5027 otolith images and measurements of length for red mullus fish species.