Research Article

Study on the Lightweighting Strategy of Target Detection Model with Deep Learning

Table 4

Analysis of ablation experiment results.

abcmAP (%)AP50 (%)AP75 (%)APs (%)APm (%)

5.5141713.422493.450674.5963510.99573
0.010960.030620.009660.006130.04962
0.000050.000240.000000.000090.00003
8.0306519.137085.126976.9024719.34725
5.7006713.989433.594414.7206112.61058
0.001980.004420.001970.001340.00293
8.3196719.712875.485447.5342620.61917