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Original implementation of the code of the paper "Canine Mammary Tumor Histopathological Image Classification via Computer-Aided Pathology: An Available Dataset for Imaging Analysis".

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CMTD_classification

Original implementation of the code of the paper "Digital and computer-aided pathology classification of canine mammary tumors". To be published...

Create the conda enviroment

  • Linux:

    conda env create -f environment.yml

  • Windows:

    conda env create -f environment_win.yml

Prepare the dataset using the code in "prepare_folds", or manually using the common train val folders approach (e.g., like ImageNet) and change the variable data_dir accordingly

TO run the code

python -u main.py vethis -a vgg16 2>&1 | tee out.log

For more options:

python main.py -h

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Original implementation of the code of the paper "Canine Mammary Tumor Histopathological Image Classification via Computer-Aided Pathology: An Available Dataset for Imaging Analysis".

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