Research on the Image Description Algorithm of Double-Layer LSTM Based on Adaptive Attention Mechanism

Table 1

Experimental parameter setting.

Parameter name	Value	Parameter name	Value
Training set size	113287	Validation set size	5000
Test set size	5000	Iterations	10000
Optimization method	Adam	Learning rate	0.005
Batch data	32	Dropout	0.2