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

Table 6

Result statistics.

Algorithm	Classified image size	Classification accuracy	Detection speed
Tiny-YOLOV2@InceptionV3	299×299	91.56	0.1289
Tiny-YOLOV2@MobileNetv1	224×224	80.86	0.0958
Tiny-YOLOV2@MobileNetV2	224×224	87.66	0.0956
Tiny-YOLOV2@NasNet_Large	331×331	89.61	0.1356
Tiny-YOLOV2@PNasNet_Large	331×331	76.46	0.1355
Tiny-YOLOV2@ResNetV2-50	224×224	87.56	0.1123
Tiny-YOLOV2@ResNetV2-101	224×224	92.56	0.1256