This research has been conducted to detect one of the most common forms of breast cancer, Invasive Ductal Carcinoma (IDC).
Dataset Link: Source of the dataset was kaggle (https://www.kaggle.com/datasets/paultimothymooney/breast-histopathology-images).
Environment: We have run our code and analysis within kaggle environment. We have used GPU P100 as accelerator. We accessed the dataset via Kaggle notebookas Kaggle is convenient to access the Breast Histopathology images.
Instruction while Run We need to change the parameter when necessary to get the prefered result on certail parameters.
Also, we used GPU P100 provided by kaggle to accelarate the runtime.
List of Dependencies:
numpy
pandas
itertools
os
stat
time
shutil
glob
PIL.image
cv2
matplotlib
tensorflow
tensorflow.keras
sklearn