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Built a CNN-based deep learning model to classify X-ray images as COVID-19 positive or negative . Used TensorFlow, Keras, and OpenCV for image preprocessing and training. Achieved a classification accuracy of 95%, improving detection reliability.

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Built a CNN-based deep learning model to classify X-ray images as COVID-19 positive or negative. Used TensorFlow, Keras, and OpenCV for image preprocessing and training. Achieved a classification accuracy of 95%, improving detection reliability.

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