To complete the modern farmhouse theme in your kitchen, adorn the walls with rustic wall decor. Hang vintage signs, antique utensils, or framed botanical prints to add a touch of nostalgia and charm. These decorative elements will tie the whole look together and create a cozy and inviting atmosphere.