Generating Point Cloud from Measurements and Shapes Based on Convolutional Neural Network: An Application for Building 3D Human Model

Table 4

Average error on each part of 3D male and female models on the undamaged datasets before and after activating the CNN model.

	Train/male (before)	Train/female (before)	Test/male (before)	Test/female (before)	Train/male (after)	Train/female (after)	Test/male (after)	Test/female (after)
Torso	6.90	8.04	7.21	8.27	6.68	7.13	7.94	7.94
Left arm	7.62	12.77	8.31	13.81	7.15	12.60	7.67	13.83
Right arm	8.14	10.81	8.27	10.94	7.15	10.70	7.35	10.72
Left leg	7.02	6.32	7.74	6.51	7.31	5.77	7.90	5.96
Right leg	7.53	6.63	8.12	7.08	6.90	5.89	7.39	6.13
Average error	7.42	8.91	7.93	9.32	7.03	8.41	7.65	8.91