Aviation Rivet Classification and Anomaly Detection Based on Deep Learning

Table 2

Accuracy, recall rate, and AP value of different types of rivets.

Aviation rivets category	/%	/%	AP/%
Countersunk head rivets	98.19	92.07	96.48
Flat head rivets	99.09	94.60	96.38
Blind rivets	95.08	86.57	92.13
Round head rivets	99.27	96.45	98.77
Phillips screws	97.82	97.82	98.47
Abnormal	97.55	85.05	88.16