🦷 Oral Disease Classification System

An AI-powered web application for classifying oral diseases using deep learning with medicine recommendations.

🔗 Live Demo

Try it now: https://huggingface.co/spaces/MubashirUlHassan/Oral-Disease-RAG-Classifier

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✨ Features

• 🔍 Disease Classification - Classifies 7 types of oral diseases
• 💊 Medicine Recommendations - RAG-powered treatment suggestions
• 📊 Confidence Scores - Probability for each condition
• ⚡ Fast Inference - Results in ~1 second

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🦠 Supported Conditions

Code	Condition	Description
CaS	Canker Sores	Painful mouth ulcers
CoS	Cold Sores	Herpes simplex virus blisters
Gum	Gingivostomatitis	Gum and mouth inflammation
MC	Mouth Cancer	Malignant oral tumors
OC	Oral Cancer	Cancer in oral cavity
OLP	Oral Lichen Planus	Chronic inflammatory condition
OT	Oral Thrush	Fungal infection (Candida)

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🚀 Quick Start

Run Locally

# Clone the repository
git clone https://github.com/Mubashir-Ul-Hassan/Oral-Disease-RAG-Classifier.git
cd Oral-Disease-RAG-Classifier

# Install dependencies
pip install -r requirements.txt

# Run the app
python app.py

Open http://localhost:7860 in your browser.

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🤖 Model Information

Metric	Value
Architecture	InceptionResNetV2
Training Accuracy	99.51%
Dataset Size	5,143 images
Classes	7 oral conditions

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📖 How to Use

1. 📤 Upload an image of an oral condition
2. 🔍 Click "Analyze"
3. 📊 View the diagnosis and confidence scores
4. 💊 Get medicine recommendations

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🛠️ Tech Stack

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⚠️ Disclaimer

This is an AI-powered tool for informational purposes only. It is NOT a substitute for professional medical diagnosis and treatment. Always consult a qualified healthcare professional for any medical concerns.

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📄 Citation

Based on research: "Mouth and oral disease classification using InceptionResNetV2 method"

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👤 Author

Mubashir Ul Hassan

• 🤗 Hugging Face
• 💼 LinkedIn
• 🐙 GitHub

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