Research Article

Large-Truck Safety Warning System Based on Lightweight SSD Model

Table 2

The model test results with different atrous convolution rates.

Rate of atrous convolutionFps (frames/s)mAP (%)

2 × conv (rate = 2)1764.7
3 × conv (rate = 2)1763.8
2 × conv (rate = 3)1764.1
2 × conv (rate = 4)1762.5
2 × conv (rate = 6)1763.1