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

1. Download cancer.ipynb
2. Download the dataset from https://www.kaggle.com/paultimothymooney/breast-histopathology-images .
3. Install the neccessary libraries
4. Change input path accordingly for the dataset.

GPU Recommended

SUBMISSION

Research paper accepted in ETCCS-2020 and yet to be published in LNEE SPRINGER.