Dual-modal flexible tactile sensor for complex scenario material recognition

By integrating a VGG network and leveraging a synergistic triboelectric–piezoresistive mechanism, the dual-modal flexible tactile sensor achieves a material recognition accuracy of 98.77% in complex environments.