Abstract:
Facial emotion detection is a feasible project for retrieving information about human
emotions through Artificial Intelligence and Machine Learning. The algorithm takes
facial images as input, tracks emotions and gives the closest emotional state as output.
The following used study is proposed to prepare open-source website that helps to
identify physical emotions. This may be done by the Appearance-Based approach
based on a Deep Learning Method. For this, neural networks may be used. This may
be able to detect and identify only physical emotions and is unable to detect and
identify inner emotions that a person may be experiencing. This can further be
enhanced in the future to detect, identify and diagnose mental diseases and identify
social/psychological interaction detect. It may be done by open-source datasets and
training algorithms and may help automate emotion detection.
