Yes, and I've sown them from my spice jar - I have a nephew who loves lemon-poppy seed pound cake :)

But while they grow and bloom, the colors weren't terribly inspiring from that jar, mostly washed out pastels, many white singles, a few of pink or pinkish lavender. If you have an area in your garden where the subtle mixed colors will work for you, you can certainly sow them though.