The purpose of this dissertation is to draw conclusions of a psychic nature through data that have come
from multiple sources, such as microphones, cameras, accelerometers, etc. This dissertation will study
techniques derived from the field of data science and more specifically from the scientific areas of
computer vision, digital image processing, machine learning, deep learning, processing, and analysis of
multimodal information. The scientific field of psychology will offer an important contribution, as it is
noteworthy to mention that for the elaboration of this dissertation basic knowledge of this field is needed.