Mathematical Problems in Engineering / 2021 / Article / Tab 2

Research Article

Weapon Detection Using YOLO V3 for Smart Surveillance System

Table 2

Comparison with the existing work.

S. noModelsDatasetAccuracy (%)

1Our trained model YOLO V3Image dataset collected for current research98.89
2Alexnet + SVM [22]Gun video database [24]95
4Faster RCNN [23]Streaming video95.4
5CNN VGG-16 [21]IMDB93.1

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