Visual Semantic Navigation Based on Deep Learning for Indoor Mobile Robots

Table 3

Training data for three-layer perception framework.

Model	Output nodes	Images quantity	Test set quantity	Accuracy; (%)
PRM	9	74600	7460	96.8
3RM	21	83750	8375	94.2
SRM	9	136580	13658	96.5