What are the challenges in image processing for real-world applications?

Real-world image processing applications often face challenges such as varying lighting conditions, complex backgrounds, occlusions, and the need for real-time processing. These challenges require the development of robust algorithms, efficient computational methods, and the integration of machine learning techniques to handle diverse scenarios and ensure reliable performance.