Environment

all files runs in env named "tf" except for "SHAP.ipynb", which runs in env "SHAP". There are version conflicts between those too environments, please notice.
The Django App requires env tf, remember to activate tf before "runserver".
packages installed in "tf" please see "./tf_packages.yml"
packages installed in "SHAP" please see "./SHAP_packages.yml"

conda env create -f ***.yml

Dir ./models and ./data

Because the datasets and .h5 files are oversized, I tried but failed to upload them to GitHub, I decide to upload them into OneDrive and then share the link. The datasets have been pressed and stored in ".zip" files.

OneDrive URL: url

Name		Name	Last commit message	Last commit date
Latest commit History 5 Commits
backend		backend
models		models
.gitattributes		.gitattributes
CNN_base_4_224.ipynb		CNN_base_4_224.ipynb
CNN_base_5_112.ipynb		CNN_base_5_112.ipynb
CNN_boost.ipynb		CNN_boost.ipynb
MobileNet3.ipynb		MobileNet3.ipynb
README.md		README.md
ResNet1.ipynb		ResNet1.ipynb
SHAP.ipynb		SHAP.ipynb
SHAP_packages.yml		SHAP_packages.yml
data_exploration.ipynb		data_exploration.ipynb
tf_packages.yml		tf_packages.yml