Outcomes

Human-Computer Interaction: Enhancing user-machine communication and providing personalized interactions.

Market Research: Helping businesses understand consumer reactions and adapt offerings.

Mental Health: Aiding in monitoring and detecting early signs of mental health issues.

Education: Monitoring student engagement and emotions in online learning.

Healthcare: Tracking patient emotions for better support and understanding.

Content Creation: Guiding creators in predicting audience emotional responses.

Security and Surveillance: Identifying suspicious behavior or emotions in public spaces.

Accessibility: Assisting people with disabilities by decoding facial expressions.

Research and Psychology: Providing data for studying emotions, behavior and social dynamics.