Project Details
Deep dive into the technical implementation of our pneumonia detection system
Project Overview
This pneumonia detection system leverages state-of-the-art deep learning techniques to analyze chest X-ray images and provide accurate pneumonia diagnosis assistance. The project combines multiple convolutional neural network architectures in an ensemble approach to maximize prediction accuracy and reliability.
Key Features
- ✓Ensemble of multiple CNN architectures
- ✓High accuracy pneumonia detection
- ✓Real-time image processing
- ✓Confidence score reporting
Technology Stack
Python
TensorFlow
Keras
Next.js
Hugging Face
Vercel
Kaggle