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Open-Set User & Speed Classifier
Master's thesis: novel few-shot learning model for user identification and speed classification using in-shoe pressure sensor data. Published May 2023.
Few-Shot Learning
Sensor Data
ML
🧠
LaplaceNet Semi-Supervised Classifier
Deep semi-supervised classification achieving 96% accuracy with minimal labeled data, using LaplaceNet graph-based propagation techniques.
Deep Learning
Semi-Supervised
96% Accuracy
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Automated Attendance System
OCR-based attendance automation solution adopted by ~20 teachers, significantly reducing manual effort in daily attendance tracking.
OCR
Automation
Python