Independent IBR5, IBR6, and Defused IBR algorithms
Project description
ibr-defused-algorithms
Independent PyPI module for:
IBR5Net(5-stage from-scratch CNN)IBR6Net(6-stage from-scratch CNN)DefusedIBR5IBR6(late fusion of IBR5 + IBR6 features)
This package is fully separated from your personal skin-lesion project logic.
Install Locally
pip install -e .
Usage
import torch
from ibr_defused_algo import IBR5Net, IBR6Net, DefusedIBR5IBR6
x = torch.randn(4, 3, 224, 224)
ibr5 = IBR5Net(num_classes=7)
ibr6 = IBR6Net(num_classes=7)
defused = DefusedIBR5IBR6(num_classes=7)
print(ibr5(x).shape) # [4, 7]
print(ibr6(x).shape) # [4, 7]
print(defused(x).shape) # [4, 7]
Publish to PyPI
python -m pip install --upgrade build twine
python -m build
python -m twine check dist/*
python -m twine upload dist/*
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