To ensure the authenticity and historical accuracy of Safranbolu's traditional houses, the removed elements from the image include anachronistic or modern objects, graffiti or vandalism, cluttered or disorganized spaces, offensive or inappropriate imagery, low-quality or pixelated details, distracting watermarks or signatures, text, logos, wordmarks, writings, or headings. These elements are removed to maintain the focus on the architectural beauty and cultural significance of Safranbolu.