Ai based proctoring system to conduct & invigilate the examination. Examiner is expected to conduct online exam with enabling web cam with the laptop/desktop. Invigilator is able to see cheating alerts during exam and he/she can take corrective exams conveniently.
- Student/examiner : expected to perform exam without cheating
- Invigilator : expected to monitor cheating incident
- Different person to attend exam
- Mobile/any device usage during exam
- Looking at others/focus point changed to different direction during exam
- Talking during exam
Category Functionality | Technique | Priority
**Base
- Person detection & counting Pre-trained with YOLO Critical
- Object detection like mobile, device Pre-trained with YOLO Critical
- Face detection Pre-trained with YOLO Critical
**Authentication 4. Face verification Pre-trained with YOLO Mid 5. Face spoofing Pre-trained with YOLO Low 6. Eye tracking Image processing Critical 7. Lips analysis Image processing Low
https://miro.medium.com/v2/resize:fit:2000/format:webp/1*Ds-FMTI-lL-K-sIllocbcg.jpeg
- Response time of alert
- Module performance testing
Python codes socket with JS to have client sided feature to maintain high precision and low latency application.
- Multithreaded codes
- Fine tuning