This work presents a new set of 360 high quality color images belonging to 23 semantic subcategories (ANIMALS, BIRDS, BODYPARTS, FLOWERS, FRUITS, INSECTS, MARINE CREATURES, NUTS, TREES, VEGETABLES, BUILDINGS, CLOTHING, DESK MATERIAL, FOOD, FURNITURE, JEWELLERY, KITCHEN UTENSILS, MUSICAL INSTRUMENT, SPORTS/GAMES, TOOLS, VEHICLES, WEAPONS, NATURE). The images were named by 230 Spanish native speakers and come with multiple psycholinguistic variables rated by the participants, listed here are mean values for: AoA (7-interval scale, 1 = 0–2 years; 7 = 13 years or more), familiarity (5-point lickert scale), typicality (5-point lickert scale), visual complexity (5-point lickert scale) and lexical frequency (obtained via the AltaVista search engine, log).