Table 1.
Algorithm Type | Input Size | |||
---|---|---|---|---|
32 × 32 | 64 × 64 | 128 × 128 | ||
Accuracy (Recognition Time (t/ms)) | LSTM | 0.85 | 0.88 | 0.8 |
(0.017) | (0.033) | (0.167) | ||
CNN | 0.88 | 0.89 | 0.92 | |
(0.02) | (0.06) | (0.233) | ||
CNN-3 | 0.90 | 0.91 | 0.94 | |
(0.04) | (0.099) | (0.33) | ||
CNN–LSTM | 0.92 | 0.94 | 0.95 | |
(0.033) | (0.067) | (0.2667) |