Urban photographers often face challenges such as crowded streets, harsh lighting, and limited shooting locations. To overcome these challenges, they can try shooting during off-peak hours, using reflectors or diffusers to control lighting, and exploring different neighborhoods for unique backdrops. Additionally, investing in high-quality equipment and honing their editing skills can also help urban photographers capture stunning images.