Fig. 5: Machine learning-assisted object recognition application with the hybrid tactile sensor.
From: Deep learning-assisted object recognition with hybrid triboelectric-capacitive tactile sensor

a Schematic of the object recognition process. b Schematic of the process and parameters for constructing a one-dimensional CNN. c Learning curve during the training process. d Results of the recognition among the 12 samples shown by prediction confusion matrix