Efficient Deep Learning Architecture for Detection and Recognition of Thyroid Nodules

Table 8

Evaluation of YOLOv3-DMRF and other object detection on our dataset.

Model	Benign (AP) (%)	Malignant (AP) (%)	Detection time in all test images (s)	mAP on our dataset (%)
Fast R-CNN [26]	75.08	66.36	239.54	70.72
SSD [25]	75.06	79.47	22.4	77.27
YOLOv3-DMRF	90.66	89.43	3.7	90.05