Our website provides a reliable and user-friendly platform to detect pneumonia from X-ray images using advanced Deep Learning techniques. Along with AI-powered detection, we also offer educational content about pneumonia, its causes, symptoms, risk factors, prevention, diagnosis, and treatments to raise awareness.
- AI-Powered Pneumonia Detection: Upload chest X-rays to detect pneumonia with high accuracy.
- Chatbot: Instantly answers user queries and guides through the platform.
- Informative Pages:
- 🔍 About: Learn about pneumonia and its global impact.
- 🩹 Symptoms: Identify key signs of pneumonia early.
- 💊 Treatment: Gain insights into available treatments.
- 🛡 Prevention: Learn preventive measures to reduce the risk of pneumonia.
- ⚠ Risk Factors: Understand who is at higher risk and why.
- 🏥 Diagnosis: Explore how pneumonia is diagnosed.
The source code and full implementation will be uploaded soon. Stay tuned for updates!
- Upload a chest X-ray image.
- Our Deep Learning Model (based on CNN) processes the image.
- The system predicts whether pneumonia is present.
- Results are displayed instantly with confidence scores.
- HTML5
- CSS3
- JavaScript
- Bootstrap
- Flask
- SQLAlchemy
- TensorFlow
- CNN (Convolutional Neural Network)
- VGG19 (Pre-trained model for feature extraction)
- Navigate to the "Detection" page.
- Upload your chest X-ray image.
- Wait for the prediction result.
- View the analysis and suggestions based on the outcome.
Our Convolutional Neural Network (CNN) is trained on a curated dataset of pneumonia X-ray images to achieve optimal accuracy. The model incorporates VGG19 for robust feature extraction, ensuring high performance even in challenging cases.
- Dhanushri C - Frontend Development
- Rajalakshmi V - Backend & Model Development
For updates and improvements, follow our project repository.
Happy Coding! 🚀