Summer Flower Gallery. Petunia. Petunia is a widely-cultivated flowering plants. The popular flower got its name from French. In that language, the word "petun" once meant "tobacco". Most of the varieties seen in gardens are hybrids. A wide range of flower colors and sizes are available. .