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