AI-Powered Pneumonia Detection Using Chest X-rays | Deep Learning Healthcare Project Demo

🚀 Welcome to the demonstration of our AI-powered Pneumonia Detection System!

In this video, we showcase a full-stack deep learning application built with Flask, TensorFlow, and HTML/CSS/JavaScript, capable of detecting pneumonia from chest X-ray images in real time. This end-to-end system includes:

✅ Preprocessing of chest X-ray datasets
✅ Training a Convolutional Neural Network (CNN) model
✅ Saving the trained model (pneumonia_cnn.h5)
✅ Building a web-based interface for X-ray image uploads and predictions
✅ Real-time predictions with success messages and visual feedback
✅ Ready-to-deploy project for healthcare institutions

This project is a step toward empowering healthcare providers with AI tools for early diagnosis and improved patient outcomes.

🔐 Compliant with real-world data handling best practices.
🧠 Backed by machine learning for intelligent health risk prediction.
💡 Suitable for hackathons, academic research, or production prototypes.

github link: https://github.com/jaingaurav126/x-ray-pneumonia-detector.git
Dataset link: https://www.kaggle.com/datasets/paultimothymooney/chest-xray-pneumonia?resource=download
🏷️ Hashtags:

#PneumoniaDetection #AIinHealthcare #DeepLearning #XrayAnalysis #FlaskApp #TensorFl

Видео AI-Powered Pneumonia Detection Using Chest X-rays | Deep Learning Healthcare Project Demo канала GAURAV KUMAR JAIN