README.md
October 30, 2023 ยท View on GitHub
Senior Design: Anit-Cheat Detection system
"Measure Learning":
- Client Side Application
- Server Side Streaming
- UDP style streaming capabilites
- Camara Processing Capabilities
- Multithreading
- MIT / Free Licencing
Behaviors:
- Bluetooch Monitoring
- Video Streaming
- Mouse Analysis
- Feature Analysis
- Privacy Concerns (FIPPA)
Frameworks Ideas:
- Flask
- React
- .NET MAUI
Analysis/Training Methods:
Scope: Monitoring features to begin with, and AI enhancements to further the focus of the models and feature. Increase accurcy and integrityare of the utmost concern.
Market Research:
- SSV
- OpenCV
- FaceNet
- Deepface
- PyGaze
- this will allow for naive tracking, and will work on a computer that does not have a eyetracker
- OGAMA
- Tobii
- Gaze Recorder
- Arsfutura
- FFMPEG
- EthoVision XT
- Pupil
- RasterVision
Systematic Possiblities:
1. CNN-based image recognition for topology optimization 2. Support Vector Machine (SVM) for Anomaly Detection
Medium Articles:
1. A FaceNet-Style Approach to Facial Recognition on the Google Coral Development board
Datasets:
1. One-dimensional CNN for human behavior classification 2. Machine learning for cognitive behavioral analysis: datasets, methods, paradigms, and research directions