No, though they are somewhat similar in taste. Sunflower seeds come from (you guessed it) sunflowers, whereas pepitas come from oil seed pumpkins. Sunflower seeds are also smaller and come in shells, whereas pepitas come out of the pumpkin ready to rinse and roast.