Food Image Recognition and Food Safety Detection Method Based on Deep Learning

Table 4

Baseline result.

Algorithm	Accuracy (%)	Detection speed (s)
YOLOV2	88.89	0.0063
Tiny-YOLOV2	90.06	0.0058
Faster R-CNN@VGG16	92.13	0.1565
Faster R-CNN@ResNetV1-50	89.69	0.1065
Faster R-CNN@ResNetV1-101	91.23	0.1256
Faster R-CNN@ResNetV1-152	91.56	0.1456
Faster R-CNN@MobileNetV1	83.56	0.0511