To develop a system that identifies human emotions by analyzing facial expressions using AI, enabling applications in mental health monitoring, marketing, and human-computer interaction.
Research facial expression datasets and emotion recognition algorithms.
Develop image acquisition and preprocessing modules.
Train machine learning models for emotion classification.
Implement real-time emotion detection using camera input.
Create a dashboard displaying recognized emotions and trends.
Test system performance across different lighting conditions and facial variations.
Analyze accuracy and propose improvements.
Prepare comprehensive documentation on methodology and results.
