Hot-Rolled Steel Strip Surface Inspection Based on Transfer Learning Model

Table 1

Experimental results of transfer learning model.

Step	Validation acc	Test acc
20	58.00%	68.20%
40	85.00%	81.70%
60	84.00%	92.40%
80	92.00%	93.50%
100	98.00%	92.30%
120	97.00%	94.00%
140	93.00%	95.60%
160	96.00%	96.00%
180	94.00%	96.10%
200	93.00%	97.30%
220	97.00%	97.40%
240	96.00%	96.20%
260	98.00%	95.80%
280	98.00%	97.30%
300	98.00%	97.50%
320	99.00%	97.80%
340	98.00%	98.20%
360	100.00	98.90%
380	96.00	97.00%
400	100.00%	96.40%