Kholipha Ahmmad Al-Amin on kholipha-ahmmad-al-amin.equisaas-bd.com

2025 / Deep Learning

Pneumonia Detection from Chest X-Ray Images

Deep learning CNN for pneumonia detection from chest X-ray images

Primary URL projects/pneumonia-detection-from-chest-x-ray-images/
Owner Kholipha Ahmmad Al-Amin
Best query match Pneumonia Detection from Chest X-Ray Images 2025

Project overview

A deep learning system for detecting pneumonia from chest X-ray images using CNNs with data augmentation, transfer learning, and rigorous validation for accurate diagnostic assistance.

Key capabilities

CNN-based pneumonia classification
Medical image preprocessing and augmentation
Transfer learning implementation
Grad-CAM visualization for interpretability

Technology stack

Python
TensorFlow
Keras
CNN
Data Augmentation
Matplotlib
OpenCV

Resources