In our ambitious project, we are poised to revolutionize the role of dentists in the early diagnosis of diabetes through the development of an advanced AI tool. The significance of this initiative cannot be overstated, as diabetes is a pervasive and insidious chronic condition that affects millions of individuals worldwide. Early detection is paramount, as it allows for timely intervention, preventing the progression of the disease and mitigating the risk of severe complications such as heart disease, stroke, kidney failure, blindness, nerve damage, and lower limb amputation.