Retinex: AI-Powered Eye Disease Detection
An AI-based application for rapid eye disease detection using retinal images and intelligent consultation.
About the Client
Impact Summary
The Business Challenge
Early detection of eye diseases is limited by access to specialists and diagnostic equipment.
Manual screening processes are time-consuming and prone to delays in diagnosis.
Patients often lack clear and accessible explanations about their eye health conditions.
The Solution
We developed Retinex, an AI-powered application integrated with a custom adapter and lens to capture retinal images.
The system uses image classification models to detect eye diseases, including Diabetic Retinopathy, Glaucoma, and Cataracts.
Retinex integrates with AI Gemini to provide comprehensive explanations and consultation responses.
A multilingual chatbot supports regional Indonesian languages, improving accessibility for diverse users.
Additional features include booking consultation schedules with medical professionals.
Key Implemented Features
- AI-Based Retinal Disease Detection
- Multi-Class Image Classification
- Multilingual Medical Chatbot
- Doctor Consultation Booking
- Integrated Retinal Imaging Hardware
The Result
Retinex achieved high detection accuracy across multiple eye diseases: DR (84%), Glaucoma (78%), and Cataracts (95%).
Eye disease screening became faster and more accessible through AI-assisted diagnosis.
The project won 1st place nationally at the Spark Datathon ITB, validating its innovation and impact.