The problem NMD solves

People who have diabetes may develop diabetic retinopathy (DR) which can impair everyday living quality and victims' chances of survival by causing vision loss and blindness. The current inadequate management of diabetic retinopathy is made worse by the inconsistency between clinicians, which is essential for a prompt and accurate diagnosis of diabetic retinopathy.

Therefore our team made the decision to develop a machine learning web application that makes use of a number of cutting-edge models to change the ophthalmologic field, after realising the negative effects of diabetic retinopathy and the inconsistent nature of physician diagnosis.

Challenges we ran into

• Integrating Models with our Frontend
• Finding data and Training our Models
• Handling Firebase