Museum Relic Image Detection and Recognition Based on Deep Learning

Table 2

Comparison of cultural relics test results.

Method	ACC	Recall	Precision	Number of missed inspections	Number of false detections
MaskR-CNN	69.7	78.4	76.9	327	259
SSD	66.2	79.5	75.8	251	186
YOLOv3	68.7	75.7	75.8	242	212
RetinaNet	81.5	85.6	90.1	257	171
This point	90.2	90.3	95.5	176	140