On explainability of tactile data representation for robots

The ability of texture classification is highly desired for robots. Current machine learning models working on texture classification tasks, despite having high accuracy, are inherently limited in interpretability. Therefore, modifications for better explainability are expected. In this work, we...

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Bibliographic Details
Main Author: Tian, Tian
Other Authors: Lin Zhiping
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/150209