Table 8 Comparison of different loss function.
From: LKC-Net: large kernel convolution object detection network
Loss function | mAP0.5 (%) |
---|---|
FCE + VRF | 83.8 |
FCE + VRF + GIOU | 83.9 |
FCE + VRF + DIOU | 83.6 |
FCE + VRF + SIOU | 84.0 |
From: LKC-Net: large kernel convolution object detection network
Loss function | mAP0.5 (%) |
---|---|
FCE + VRF | 83.8 |
FCE + VRF + GIOU | 83.9 |
FCE + VRF + DIOU | 83.6 |
FCE + VRF + SIOU | 84.0 |