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sambhu431 / XRay-Pneumonia-Classification-CNN-Project

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This project utilizes (CNN) to accurately classify X-Ray images for pneumonia detection. It explores three different approaches to handle data imbalance and achieve optimal model performance. The project includes detailed evaluation metrics and use Streamlit which enables a seamless classification.

deep-learning tensorflow keras cnn cv2 xray cnn-model keras-tensorflow smote penumonia streamlit xray-images pneumonia-classification
  • Updated Feb 1, 2025
  • Jupyter Notebook

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