Introduction: The Deep Learning Revolution The digital age is awash in data, and the ability to extract meaningful insights from this deluge is paramount. Deep learning, a subfield of machine learning inspired by the structure and function of the human brain, has emerged as a powerful tool for tackling complex problems across diverse domains. This