Table 3.
Results of ablation experiments with s-mosica data enhancement algorithm
| Algorithm | mAP (%) |
|---|---|
| YOLOX (mosica, focal loss) | 87.98 |
| + s-mosica | 88.65 (+ 0.67↑) |
The original YOLOX uses the mosica algorithm, and in this experiment, the modified s-mosica algorithm is used instead of the original mosica for ablation experiments.