Research Article

Hand Gesture Recognition Based on Single-Shot Multibox Detector Deep Learning

Table 2

Recognition accuracy comparison for the English alphabets.

WorksMethodTraining numberTest numberAccuracy (%)

Liu et al. [32]Baum–Welch and Viterbi Path Counting52026085.77
Sahoo et al. [33]Firefly-based back propagation44244273.3
Kundu et al. [34]26-point feature extraction and ANN52026086.5
Zeng et al. [35]Leap motion via deterministic2340260092.9