VGG-11 Architecture

VGG means Visual Geometry Group. But before diving straight into VGG-11 and its specifications, it is of utmost important to have a glimpse of AlexNet (just the basic part). AlexNet is primarily capable of object-detection.It takes into acccount overfitting by using data augmentation and dropout. It replaces tanh activation function with ReLU by encapsulating its distinct features for over-pooling. VGG came into picture as it addresses the depth of CNNs.

It is a pre-trained model, on a dataset ...