Featured Projects · Hackathon Projects · Machine Learning & AI · College ProjectsGitHub repository created 2026-08-26NIT Delhi hackathon project · Cognitive Load Detector
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NIT Delhi hackathon project · Cognitive Load Detector
Project Overview & Scope
A multimodal cognitive-load and fatigue estimation prototype combining interaction signals with short webcam sampling. Its README says raw video frames are not stored. Scores are estimates for ergonomic feedback, not a medical diagnosis; the repository does not publish verified model-evaluation metrics.
Practical Problem Solved & Impact
Project status: prototype. The available repository evidence does not support claiming unfinished capabilities as complete.
System Architecture & Engineering Decisions
Technologies listed: React, Java Spring Boot, Python, OpenCV, scikit-learn. Repository creation date: 2026-08-26. This is repository metadata, not a development or completion date.
Key Features & Capabilities
Tracks keyboard, mouse and session interaction signals
README documents 15-second webcam sampling for facial landmarks
No supported accuracy claim found in the repository documentation
Technologies & Libraries Deployed
Technology Stack
ReactJava Spring BootPythonOpenCVscikit-learn