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. 2020 Oct 30;14:590371. doi: 10.3389/fnbot.2020.590371

Table 2.

Comparison of the mean average precision.

mAP
Model Train Validation Testing Standard deviation
SSD Original -VGG16 0.815 0.604 0.233 29.46%
SSD A -VGG16 0.627 0.520 0.174 23.68%
SSD B - ResNet50 0.451 0.353 0.253 9.90%