Table 1. The used datasets specifications summarization.

Dataset	No. of classes	Classes	No. of images (Before)	No. of images (After)
Breast Cancer Dataset (BreaKHis) Elmasry (2021)	2	“Benign” and “Malignant”	7, 783	10, 608
Breast Ultrasound data Fouad (2021)	3	“Benign”, “Malignant”, and “Normal”	780	1, 311