Emotional Intelligence

A specialized Binary Classifier focused on Human Sentiment Analysis through facial expressions. The model is trained on a dataset of over 2,000 curated portrait images from diverse demographics.

Neural Architecture

• Sequential Layers: Optimized for binary feature extraction.
• MaxPooling & Dropout: Engineered to prevent overfitting and ensure reliability on real-world photos.
• Flatten & Dense: High-density layers for final sentiment probability.

Accuracy Stats

Maintains high accuracy on portrait-style images with clear lighting. Designed for social media filters and UX feedback systems.