May 2018
Beginner
490 pages
13h 16m
English
Content preview from Artificial Intelligence By Example
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Expanding MindX's conceptual representations
MindX's mind dataset will grow continuously if implemented beyond this research experiment. It will have sensors to process body temperature for emotion classification, facial recognition for expression detection, body language detectors, and more. All of this technology is already available.
EMBEDDING_IMAGES.py contains one of the first methods of enriching the mind-dataset of MindX to obtain concepts. A version was presented in Chapter 16, Improve the Emotional Intelligence Deficiencies of Chatbots. This version was built with a larger mind-dataset.
The following is a screenshot of the PCA TensorBoard Projector 3D representation of a mind:
PCA TensorBoard Projector 3D representation of a mind ...
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