ARGUS
AI-driven retinal health system for DR severity detection, technician workflow, and patient education — powered by EfficientNet and Flask.
Services
Retinal Scan Analysis, Technician Portal, Admin Dashboard, Conversational AI Assistant
Services
Retinal Scan Analysis, Technician Portal, Admin Dashboard, Conversational AI Assistant
Services
Retinal Scan Analysis, Technician Portal, Admin Dashboard, Conversational AI Assistant
Tools
Python, EfficientNet-B4, Flask/FastAPI, SQLite, Docker, HTML/CSS/JS
Tools
Python, EfficientNet-B4, Flask/FastAPI, SQLite, Docker, HTML/CSS/JS
Tools
Python, EfficientNet-B4, Flask/FastAPI, SQLite, Docker, HTML/CSS/JS
Value
AI-powered retinal screening system for early detection of Diabetic Retinopathy, with technician tools, admin dashboard, and post-scan chatbot.
Value
AI-powered retinal screening system for early detection of Diabetic Retinopathy, with technician tools, admin dashboard, and post-scan chatbot.
Value
AI-powered retinal screening system for early detection of Diabetic Retinopathy, with technician tools, admin dashboard, and post-scan chatbot.
Timeline
Dec 2024 – Feb 2025
Timeline
Dec 2024 – Feb 2025
Timeline
Dec 2024 – Feb 2025
ARGUS uses deep learning to classify DR severity from retinal scans. Technicians upload images and receive instant predictions. An admin dashboard logs performance and patient scan histories. A built-in AI assistant explains diagnoses to patients in simple, reassuring language — bridging tech and care.
ARGUS uses deep learning to classify DR severity from retinal scans. Technicians upload images and receive instant predictions. An admin dashboard logs performance and patient scan histories. A built-in AI assistant explains diagnoses to patients in simple, reassuring language — bridging tech and care.
ARGUS uses deep learning to classify DR severity from retinal scans. Technicians upload images and receive instant predictions. An admin dashboard logs performance and patient scan histories. A built-in AI assistant explains diagnoses to patients in simple, reassuring language — bridging tech and care.
Powered by EfficientNet-B4 for fundus image analysis, ARGUS runs on a Flask-based API system with secure role-based login. Docker ensures scalable deployment. Designed with CI/CD-ready structure and cloud hosting in mind, the architecture enables real-time AI predictions with medical-grade performance metrics like AUC, F1-score, and confusion matrix tracking
Powered by EfficientNet-B4 for fundus image analysis, ARGUS runs on a Flask-based API system with secure role-based login. Docker ensures scalable deployment. Designed with CI/CD-ready structure and cloud hosting in mind, the architecture enables real-time AI predictions with medical-grade performance metrics like AUC, F1-score, and confusion matrix tracking
Powered by EfficientNet-B4 for fundus image analysis, ARGUS runs on a Flask-based API system with secure role-based login. Docker ensures scalable deployment. Designed with CI/CD-ready structure and cloud hosting in mind, the architecture enables real-time AI predictions with medical-grade performance metrics like AUC, F1-score, and confusion matrix tracking
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Let’s Stay Connected
Got questions or want to collaborate? Feel free to reach out—I'm open to new projects or just a casual chat!
Reach out anytime
Let’s Stay Connected
Got questions or want to collaborate? Feel free to reach out—I'm open to new projects or just a casual chat!
Reach out anytime
Let’s Stay Connected
Got questions or want to collaborate? Feel free to reach out—I'm open to new projects or just a casual chat!