Table 3 The value of bbox loss obtained by different schemes after training 500 epochs
From: Vehicle logo detection using an IoAverage loss on dataset VLD100K-61
Value/scheme | \({\mathcal{L}}_{IoU}\) | \({\mathcal{L}}_{GIoU}\) | \({\mathcal{L}}_{DIoU}\) | \({\mathcal{L}}_{CIoU}\) | \({\mathcal{L}}_{IoAverage}\) |
|---|---|---|---|---|---|
BBox loss | 0.01556 | 0.01602 | 0.01607 | 0.01577 | 0.009357 |
Relative reduction % | 39.86% | 41.59% | 41.77% | 41.67% | – |