馃帗 Classroom Behavior Detection
YOLOv8x model trained to detect student behaviors in classroom CCTV footage.
Detects: hand_raising 路 using_phone 路 sleeping 路 writing 路 reading
Developed at Lawrence Technological University by Darshan Joshi
馃搳 Model Performance
| Metric | Score |
|---|---|
| mAP@0.5 | 74.85% |
| Sleeping Detection | ~93.5% |
| Phone Detection | ~88.8% |
| Precision | 73.90% |
| Recall | 67.08% |