Project Title: AI-Assisted Web Diagnostic Tool for Dosha-Based Classification of Yuvana Pidika (Acne Vulgaris) Project Overview: We’re developing a web-based diagnostic tool that uses AI image analysis + a short Ayurvedic questionnaire to classify acne (Yuvana Pidika) into Dosha types — Vata, Pitta, Kapha, or combinations. The system will analyze uploaded face photos, extract key visual features (redness, oiliness, lesion distribution), combine them with questionnaire inputs, and display a Dosha meter (%) with transparent reasoning. No treatment suggestions — diagnostic only. Core Requirements: • Web interface for image upload + short 10–12 question form. • AI model (CNN) to classify acne severity & features (use open datasets + 30–50 local images). • Heatmap visualization (Grad-CAM). • Dosha scoring algorithm (weighted fusion of image + symptom features). • Admin panel to compare AI diagnosis with Ayurvedic expert diagnosis. • Data stored securely and anonymized. Deliverables: 1. Functional prototype web tool (diagnostic only). 2. Basic dashboard for expert comparison & validation. 3. Simple downloadable report (image + Dosha meter + features used).