Augmentation technique

How to run

• Run the callaugment file for the respective augmentation technique.

Skin Cancer

	Input	Row wise	Column wise	Block row wise	Block column wise
image-1
image-2

Breast Cancer

	Input	Row wise	Column wise	Block row wise	Block column wise
image-1
image-2

Result

Precision vs Recall graph of mini_MIAS data set (breast cancer)

Accuracy vs f1-score graph of Skin Cancer data set (PH2 - Dataset)

MSE vs Validation loss graph of Tumor data set

mini_MIAS ROC CURVE (VGG16)

Skin ROC CURVE (VGG16)

Tumor ROC CURVE (VGG16)