It uses deep learning with TensorFlow to classify chest X-rays as NORMAL or PNEUMONIA. Images are preprocessed through resizing and normalization, then analyzed by a CNN to detect lung anomalies. It provides fast, accurate predictions, supporting early diagnosis and aiding healthcare professionals in improving patient outcomes.