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CovidDet

An automatic application to detect whether a CT slice sequence infected Covid-19 or not.

Component

\solution - ResNet-50 classification model

\solution\external - U-Net lung segmentation model
Automated lung segmentation in CT under presence of severe pathologies

\user_interface - PyQt5 UI files

How to run

python CovidDet.py

weights link
(https://drive.google.com/file/d/1VoMitiZuBfkPnNtbsZzVEI0-3sa70ER-/view?usp=sharing, https://drive.google.com/file/d/1hTl8mRN9ILqdHLf8Eq8E2nuLhHloyauL/view?usp=sharing)

dataset link
(https://drive.google.com/file/d/1lldIsvzFCB-1WQVfuEXCPN_zW4XnBnSx/view?usp=sharing)