This project is a Python-based web application for detecting pneumonia from X-ray images. Key technologies include Flask, Keras, and PyTest. The app achieves a 92% validation accuracy and is hosted on Google Cloud Platform's App Engine.
- Pneumonia Detection: Detects pneumonia in X-ray images.
- Flask Web App: User-friendly interface built with Flask.
- PyTest Testing: Rigorously tested for reliability.
- GCP App Engine: Deployed on Google Cloud Platform.
- Upload an X-ray image.
- The app's custom CNN model analyzes the image.
- Get a diagnosis: presence or absence of pneumonia.