A diabetes-related eye condition called diabetic retinopathy (DR) can cause blindness or blurred vision. The risk of
vision loss can be significantly reduced with early DR diagnosis and treatment. Due to the heterogeneity of retinal alterations between disease stages and the significant proportion of misdiagnosed and untreated DR cases, such diagnosis is a time consuming and challenging endeavour.