Pneumonia Detection From Chest X-ray Image

Pneumonia Detection System is a deep learning-based web application developed to detect pneumonia from chest X-ray images. The system uses a Convolutional Neural Network (CNN) built with TensorFlow/Keras to classify images as Pneumonia or Normal. Users can upload an X-ray image through a Flask web interface, where it is preprocessed using OpenCV before being analyzed by the trained model.

The application displays the predicted result along with a confidence score, providing a fast and user-friendly solution for AI-assisted pneumonia screening. The project is built using Python, TensorFlow, Flask, OpenCV, HTML, CSS, and Bootstrap.

What's Included in Your Project Bundle

Synopsis

Overview of the project objectives and scope

Project Report

Complete documentation with implementation details

Presentation

Ready-to-present PowerPoint slides

Viva Questions and Answers

Frequently asked viva questions with answers

User Manual

Step-by-step installation and usage guide

Code

Complete source code with comments

Pneumonia Detection From Chest X-ray Image

Applicable For

B.Tech, BCA, MCA, M.Tech

Tags: Medical Imaging, CNN, X-ray Analysis, Pneumonia Detection, Healthcare,

Testimonials

"This is one of the best deep learning projects for students interested in medical AI. The application is easy to understand, performs well, and effectively showcases the use of CNNs for image classification."

Sana Qureshi

AI Product Consultant

"The code is clean, modular, and easy to customize. Uploading an X-ray image and receiving an instant prediction demonstrates the real-world potential of AI in healthcare."

Ritesh Malhotra

Software Solutions Architect

"The project combines TensorFlow, OpenCV, Flask, and image preprocessing into a complete solution. It provided me with valuable practical experience in building AI-powered medical applications."

Anjali Desai

Computer Vision Specialist

"I was looking for a healthcare-focused AI project, and this one exceeded my expectations. The confidence score and clean interface give the application a professional feel."

Devansh Sethi

Machine Learning Consultant

"The workflow from image upload to prediction is very well designed. The application clearly explains how AI can assist in pneumonia screening, making it ideal for academic presentations."

Prof. Kavita Rao

Faculty Advisor

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Project Bundle

Source Code + Report + PPT + Documentation

₹4999

Customization Needed

Modify the project according to your requirements

₹1999

Support Required

Installation, guidance and technical support

₹999

Total (INR) ₹0

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Pneumonia Detection From Chest X-ray Image