Isolated Word Sign Language Recognition Based on Improved SKResNet-TCN Network

Table 1

Comparison results of network recognition effects under different parameters.

Learning rate	Batch size	Iteration number	Accuracy (%)	Loss
0.0001	128	500	98.44	0.0772
0.0001	128	1,000	100.00	0.0146
0.0001	64	1,000	99.53	0.0278
0.001	128	1,000	98.13	0.0807
0.00001	128	1,000	98.59	0.0616
0.0001	256	1,500	99.22	0.0327
0.0001	256	1,000	99.06	0.0291