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bdzyubak / tensorflow-sandbox

A repository for studying applications of Deep Learning across fields, and demonstrating samples of my code and project managment
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Implement segmentation and classification of X-Ray lung data #23

Closed bdzyubak closed 1 year ago

bdzyubak commented 1 year ago

A curious dataset of COVID lung X-Rays is available here: https://www.kaggle.com/datasets/anasmohammedtahir/covidqu

Implement code to segment it, one-shot classify it, and segment+classify it with different models, then compare results.

Initial commit supports U-NET segmentation and adaptation to the unique image/mask file locations. Currently, only trains to segment normal images (no COVID), and does not do classificatin 48dcf26986b527868feac1f418e30ef933a2a055

bdzyubak commented 1 year ago

Automatically downloads (assuming the user is logged into Kaggle with an account) and works with UNET segmentation as of: 01f09825c89f006aa8955784fe8be49e47fd4caf