Pneumonia Detection API

Created a RESTful API for pneumonia detection from chest X-rays using convolutional neural networks (CNNs). The model predicts pneumonia presence with high accuracy and can be integrated into healthcare applications for automated medical image screening.

Skills: Python, TensorFlow/Keras, Flask/FastAPI, Deep Learning, Computer Vision, REST API Development

Deliverables:

Trained CNN model for pneumonia classification

Flask API for real-time predictions

Documentation for API deployment and usage