Breast Cancer Detection
Predict IDC(+) or IDC(-)
Applied different transfer learning models on the breast cancer images dataset and achieved an accuracy of 86.97% with DenseNet121.
Results
Comparison with different transfer learning models
Confusion matrix
SETUP
- Download cancer.ipynb
- Download the dataset from https://www.kaggle.com/paultimothymooney/breast-histopathology-images .
- Install the neccessary libraries
- Change input path accordingly for the dataset.
GPU Recommended
SUBMISSION
Research paper accepted in ETCCS-2020 and yet to be published in LNEE SPRINGER.