Multitype Damage Detection of Container Using CNN Based on Transfer Learning

Table 3

On-site experiments results: the model outputs, the three prediction types, and probabilities of each image.

No.	Forecast damage type and probability
I		Norm			100%
II	Norm	96.38%	Open	2.94%	Hole	0.40%
III	Rusty	40.51%	Damage	37.54%	Open	12.91%
IV	Damage	81.99%	Bent	12.51%	Open	4.50%
V	Damage	80.14%	Dent	17.06%	Bent	1.86%
VI	Damage	88.47%	Collapse	6.23%	Dent	2.58%
VII	Dent	96.13%	Damage	2.53%	Hole	1.25%
VIII	Dent	68.71%	Damage	16.52%	Bent	11.26%
IX	Dent	88.64%	Collapse	11.31%	Bent	0.03%