Overview
DermaScan Pro is an AI-powered medical disease detection platform that analyzes patient images using custom-trained YOLO models. It supports multiple medical categories including skin diseases, lung abnormalities, brain tumors, dental conditions, and malaria detection.
AI_Model_Development
• Trained and integrated YOLOv5/Yolov8 models
• Built full inference pipeline for classification & detection
• Implemented confidence-based prediction scoring
• Created visualization outputs for detected regions
FullStack_Development
• Built complete Flask-based backend architecture
• Structured APIs, routing, sessions, and security
• Designed user and admin dashboards with clean UI/UX
• Implemented front-end pages for analysis, history, and reports
User_Management
• Email/password login system
• Google OAuth 2.0 integration
• Role-based access (User / Admin)
Patient_Management
• Patient registration and update flow
• Medical history tracking system
• Detailed storage of predictions & detected images
Subscription_System
• Stripe integration for weekly and monthly plans
• Free tier with upload limits
• Automated daily upload reset mechanism
PDF_Reporting
• Fully automated medical report generator
• Embedded original and detected images
• Includes model info, prediction, and confidence score
Backend_Features
• SQLite database operations
• Image upload + secure file handling
• SMTP email contact system
• Error handling, validation, and optimization
Project_Result
A complete AI SaaS-style medical diagnostic platform with real-time detection, subscription billing, automated reporting, and clean UI — developed end-to-end as a fully functional production-ready system. video advert explainervideo animator filmdirector videoeditor videoeditor…Overview
DermaScan Pro is an AI-powered medical disease detection platform that analyzes patient images using custom-trained YOLO models. It supports multiple medical categories including skin diseases, lung abnormalities, brain tumors, dental conditions, and malaria detection.
AI_Model_Development
• Trained and integrated YOLOv5/Yolov8 models
• Built full inference pipeline for classification & detection
• Implemented confidence-based prediction scoring
• Created visualization outputs for detected regions
FullStack_Development
• Built complete Flask-based backend architecture
• Structured APIs, routing, sessions, and security
• Designed user and admin dashboards with clean UI/UX
• Implemented front-end pages for analysis, history, and reports
User_Management
• Email/password login system
• Google OAuth 2.0 integration
• Role-based access (User / Admin)
Patient_Management
• Patient registration and update flow
• Medical history tracking system
• Detailed storage of predictions & detected images
Subscription_System
• Stripe integration for weekly and monthly plans
• Free tier with upload limits
• Automated daily upload reset mechanism
PDF_Reporting
• Fully automated medical report generator
• Embedded original and detected images
• Includes model info, prediction, and confidence score
Backend_Features
• SQLite database operations
• Image upload + secure file handling
• SMTP email contact system
• Error handling, validation, and optimization
Project_Result
A complete AI SaaS-style medical diagnostic platform with real-time detection, subscription billing, automated reporting, and clean UI — developed end-to-end as a fully functional production-ready system. video advert explainervideo animator filmdirector videoeditor videoeditorWW…