Research Article
A PCB Electronic Components Detection Network Design Based on Effective Receptive Field Size and Anchor Size Matching
Table 3
The effectiveness of different components on mAP.
| Remove the fifth down-sampling DBL2 and Res-X5, X1 = X2 = X3 = X4 = 1 | Remove the fourth DBL2, Res-X4, X1 = 1 X2 = 2 X3 = 8 | Remove the leftmost DBL1, X1 = 1 X2 = 2 X3 = 8 | X1 = X2 = X3 = 1 | [email protected] |
| √ | | | | 86.65%+7.17 | √ | √ | | | 89.88%+3.23 | √ | √ | √ | | 87.18%−2.70 | √ | √ | | √ | 95.03%+5.15 |
|
|