The development of Artificial Intelligence (AI) technology brings an improvement in various areas of healthcare. The application-based on AI offered significant enhancement in the efficiency and quality of patient care in multiple sectors including cataract management. Worldwide, cataract is the leading cause of the visual impairment in a person. This visual impairment is expected to increase substantially in the aging population. The procedure is limited with more time and fewer resources. It is a major complex for the countries, which depends mainly on the public medical system. The advanced technique can extract high-level features and attain better performance in cataract diagnosis. Due to these advantages, the medical system globally has begun to develop more advanced models with the assistance of AI for cataract management. The major aim is to design a novel or automated system for diagnosing the cataract disease with high effective results. Thus, the model has the ability to rapidly identify the eye disease and treat the patients accordingly, it can also prevent from blindness.