Smart Attendance App
AI Face Recognition Attendance System
An intelligent AI-powered attendance system for educational institutions. Automates attendance marking via face recognition (dlib), predicts future attendance risk using Linear Regression, and optimizes student free-time with NLP-based task recommendations. Features multi-role dashboards for students and teachers/admins with automated low-attendance email alerts.
Key features & capabilities.
Live webcam face recognition attendance with proxy prevention via facial encodings
Linear Regression model predicting future attendance risk levels from historical data
NLP recommendation engine (TF-IDF + Cosine Similarity) suggesting productive tasks during free periods
Multi-role dashboards: separate views for Students and Teachers/Admins
Automated email alerts for students with attendance below 75%
3-layer microservice architecture: React frontend + Node.js API + Python ML service
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