Efficient Deep Learning Architecture for Detection and Recognition of Thyroid Nodules

Table 10

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

Model	Benign (AP) (%)	Malignant (AP) (%)	Detection time in all test images (s)	mAP (%)
Fast R-CNN [26]	59.29	75.75	127.6	67.52
SSD [25]	57.55	89.33	10.21	73.44
YOLOv3-DMRF	92.68	97.59	2.2	95.23