Table 8.
Comparison of YOLOv5s and SenseLite on the AI-TOD dataset.
| Model | Parameters (M) | GFLOPs | Precision (%) | Recall (%) | mAP50 (%) |
|---|---|---|---|---|---|
| YOLOv5s | 7.03 | 15.8 | 61.7 | 25.7 | 24.1 |
| SenseLite | 4.88 | 11.1 | 52.2 | 22.9 | 29.1 |
Comparison of YOLOv5s and SenseLite on the AI-TOD dataset.
| Model | Parameters (M) | GFLOPs | Precision (%) | Recall (%) | mAP50 (%) |
|---|---|---|---|---|---|
| YOLOv5s | 7.03 | 15.8 | 61.7 | 25.7 | 24.1 |
| SenseLite | 4.88 | 11.1 | 52.2 | 22.9 | 29.1 |