The source code in the submitted paper to CCF-C conference：International Conference on Intelligent Computing(ICIC2024)
When the paper accepted, we will upload the completed code about smoking-YOLO.
The detection algorithm is based on Smoking-3k comparison
| Model Name | AP0.5:0.95 | AP0.5 | FPS | Params | Gflops |
|---|---|---|---|---|---|
| PP-YOLOE | 0.442 | 0.894 | 26.6 | 7.61 | 16.3 |
| rt-detr | 0.456 | 0.953 | 25.9 | 42.78 | 135.1 |
| YOLOv7 | 0.452 | 0.876 | 29.8 | 37.20 | 105.1 |
| YOLOv8-s | 0.496 | 0.916 | 76.4 | 11.13 | 28.6 |
| Cascade R-CNN | 0.390 | 0.939 | 8.0 | 69.17 | 159.2 |
| Efficientvit | 0.567 | 0.928 | 27.8 | 8.38 | 20.4 |
| Our model | 0.566 | 0.947 | 155.2 | 7.03 | 28.7 |