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Covid 19 Detection with pretrained MobileNet_V2 & ResNet34 in Pytorch

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Covid-CT

Usage

start backend by running endpoints.py

python3 endpoints.py

and start UI by running ui.py

streamlit run ui.py

Interface

ui


Colab

you can use app as jupyter notebook in Google Colab, check Covid_CT.ipynb


DVC

if you using data version control like dvc, use following instruction to download weights.
For downloading models, first install DVC

pip install dvc

then use following command to download:

dvc pull

Shell

if you want to directly download weights and not using dvc, use following instruction:

chmod +x ./models/get_weoghts.sh
./models/get_weoghts.sh
  • Note: Weights stored in Google Drive Probably you need to install gdown
pip3 install gdown

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Covid 19 Detection with pretrained MobileNet_V2 & ResNet34 in Pytorch

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