| Ultralytics YOLO11 | | hybrid | partial | high | |
| SH17 Dataset + YOLOv8/v9/v10 PPE Weights | | open-source | partial | high | |
| DarthRegicid1/YOLOv5_PPE-Detection | | open-source | verified | high | |
| itsadityabaniya/yolov8n-ppe-detection-6classes | | open-source | partial | high | |
| Cigarette Detection Dataset V2 (Roboflow/UiTM) | | open-source | partial | high | |
| Fire-Exit CCTV Smoking Detection (arxiv 2508.11696) | | open-source | partial | high | |
| Hexmon vyra-yolo-ppe-detection | | open-source | partial | high | |
| RF-DETR | | hybrid | partial | high | |
Vision Index