Adil Khan 1 year ago
AdiKhanOfficial #FYP Ideas

Facial recognition and emotion detection in deep learning

A Facial expression is the visible manifestation of the affective state, cognitive activity, intention, personality and psychopathology of a person and plays a communicative role in interpersonal relations. It have been studied for a long period of time and obtaining the progress recent

Project Title

Facial recognition and emotion detection in deep learning

Project Area of Specialization

Artificial Intelligence

Project Summary

A Facial expression is the visible manifestation of the affective state, cognitive activity,
intention, personality and psychopathology of a person and plays a communicative role in
interpersonal relations. It have been studied for a long period of time and obtaining the
progress recent decades. Though much progress has been made, recognizing facial
expression with a high accuracy remains to be difficult due to the complexity and
varieties of facial expressions

Project Objectives

1. To develop a facial expression recognition system.
2. To experiment machine learning algorithm in computer vision fields.
3. To detect emotion thus facilitating Intelligent Human-Computer Interaction.

Project Implementation Method

Step 1: Face Detection. To begin, the camera will detect and recognize a face, either alone or in a crowd. ...
Step 2: Face Analysis. Next, a photo of the face is captured and analyzed. ...
Step 3: Converting An Image to Data. ...
Step 4: Finding a Match.

Benefits of the Project

Facial expressions of emotion are probably the most important signal of the face because they tell us about people's personalities, emotions, motivations, or intent. They are not only signs of people's internal states; they are also signals to others to act in certain ways, providing messages for social coordination.

Technical Details of Final Deliverable

Nothing

Final Deliverable of the Project

HW/SW integrated system

Core Industry

IT

Other Industries

Education

Core Technology

Artificial Intelligence(AI)

Other Technologies

NeuroTech

Sustainable Development Goals

No Poverty

Required Resources

Item Name Type No. of Units Per Unit Cost (in Rs) Total (in Rs)
Facial emotion Equipment0200000
Total in (Rs) 0
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