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. 2018 Dec 10;18(12):4369. doi: 10.3390/s18124369

Table 1.

The recognition accuracy and recognition time of different algorithms under different input sizes.

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)