Comprehensive Mental Health Analysis
Our AI framework combines multiple analysis methods to provide accurate mental health insights
Text Analysis
Detect mental health issues from textual inputs with advanced NLP
Image & Video Analysis
Extract insights from visual content using computer vision
PDF Processing
Convert and analyze typed or handwritten texts
Social Media Analysis
Analyze posts from Reddit and Twitter for mental health indicators
User response to Image
Digital implementation of psychological image interpretation
Multilingual Support
Analyze content across multiple languages
Wellbeing Mapping
Use Ryff's Scale to assess psychological wellbeing
Model Retraining
Continuously improve with new data
Wellbeing Survey
Complete assessment based on Ryff's Scale
Industry-Leading Model Performance
Our ensemble model achieves exceptional accuracy through combined machine learning approaches
Ensemble Model Performance
Stratified K-Fold CV98.03%
Hierarchical Model Performance
Large Dataset Accuracy96.25%