Research Article
Study on the Lightweighting Strategy of Target Detection Model with Deep Learning
Table 4
Analysis of ablation experiment results.
| a | b | c | mAP (%) | AP50 (%) | AP75 (%) | APs (%) | APm (%) |
| √ | | | 5.51417 | 13.42249 | 3.45067 | 4.59635 | 10.99573 | | √ | | 0.01096 | 0.03062 | 0.00966 | 0.00613 | 0.04962 | | | √ | 0.00005 | 0.00024 | 0.00000 | 0.00009 | 0.00003 | √ | √ | | 8.03065 | 19.13708 | 5.12697 | 6.90247 | 19.34725 | √ | | √ | 5.70067 | 13.98943 | 3.59441 | 4.72061 | 12.61058 | | √ | √ | 0.00198 | 0.00442 | 0.00197 | 0.00134 | 0.00293 | √ | √ | √ | 8.31967 | 19.71287 | 5.48544 | 7.53426 | 20.61917 |
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