In a small bowl, mix in the yeast, sugar, and water together, cover, and set aside in a warm place. You will know that the yeast is active when you see froth at the top of the water.
Meanwhile, mix in the dry ingredients, and 1 teaspoon chopped rosemary, 1 teaspoon freshly grounded black pepper.
Add in the wet ingredients to the dry ingredients, and mix until well combined and it begins to form a dough.
Knead by hand for 30 seconds to 2 minutes until it is fully combined.
Spread a thin layer of oil onto a baking sheet, and line it with parchment paper.
Using the palm of your hand, spread the dough onto the parchment paper to form a ½-inch thick rectangular form.
Cover with plastic wrap, and allow to rise in a warm place for 2 to 3 hours.
Preheat oven to 450 F
Meanwhile, remove plastic wrap, dip the tips of your fingers in some extra virgin olive oil, and create small indentations in the bread to hold the oil and the seasoning.
Press in the tomatoes onto the top of the bread in whatever shape or form you wish. Sprinkle the remaining rosemary, and black pepper onto the bread. Season with some sea salt, and finally, drizzle the top with some extra virgin olive oil.
You can also shred a little bit of Romano cheese onto the top of the bread, or any vegan cheese of your choosing, if you wish to keep this bread vegan.
Place into the oven on the center rack, and bake for 30 to 35 minutes, or until fully browned, sounds sort of hollow when you tap onto it, and is crispy on the outside.