SP 104 - Active Learning System with Images
This project develops an Active Learning System for Chest X-Ray Analysis that enhances disease detection through intelligent data selection and model refinement. Using publicly available, privacy-compliant datasets, the system trains deep learning models to identify chest abnormalities such as pneumonia and lung lesions. Key components include dataset management, model training, active learning, evaluation, and visualization.
Josh Smith
Team Leader, Developer
Elijah Merrill
Developer
Matthew Hall
Documentation
Noah Lane
Documentation