Automatic classification of breast cancer is done by utilizing ultrasound images (USG). Automatic early detection of breast cancer can use several CNN architectures such as AlexNet, VGG-16 and Xception. AlexNet is easy to implement, but less effective in capturing complex features. VGG-16 has a deep layer that can extract complex features, but has the risk of overfitting due to a too large numb…