penumonia
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Detection and localization of COVID-19 on chest X-rays
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Updated
May 30, 2024 - Jupyter Notebook
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.
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Feb 1, 2025 - Jupyter Notebook
A deep learning project to classify Pneumonia vs Normal from chest X-ray images using CNNs. Based on the "Chest X-Ray Images (Pneumonia)" dataset from Kaggle with structured train/val/test splits and two class labels. Built for fast prototyping and clean deployment.
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Apr 4, 2025 - Python
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