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. 2019 Apr 6;19(7):1651. doi: 10.3390/s19071651

Table 2.

Test results of detection models.

Meta Architecture	Feature Extractor	Inference Time (ms/photograph)	AP		AP_wild	AP_model
Meta Architecture	Feature Extractor	Inference Time (ms/photograph)	IOU:0.3	IOU:0.5	IOU:0.3	IOU:0.3
Faster R-CNN	Resnet 101	95	95.44	80.63	96.18	95.23
Faster R-CNN	Inception v.2	82	94.04	79.35	95.90	93.94
R-FCN	Resnet 101	87	94.86	79.83	95.92	94.12
Retinanet	Resnet 50	75	91.49	73.66	92.37	83.75
	Mobilenet v.1	57	85.01	66.01	90.05	62.64
SSD	Mobilenet v.2	23	85.90	54.87	89.13	65.20
Yolo v3	Darknet-53	41	91.80	58.53	91.98	90.77
Yolo v2	Darknet-19	34	90.99	56.80	92.34	88.99
Yolo v2	Tiny Yolo	21	88.23	54.22	89.75	79.24