What is the role of the fully connected layer in a CNN?
Sunday, 13 August 2023
by EITCA Academy
The fully connected layer, also known as the dense layer, plays a crucial role in convolutional neural networks (CNNs) and is an essential component of the network architecture. Its purpose is to capture global patterns and relationships in the input data by connecting every neuron from the previous layer to every neuron in the fully
Describe the structure of a CNN, including the role of hidden layers and the fully connected layer.
Tuesday, 08 August 2023
by EITCA Academy
A Convolutional Neural Network (CNN) is a type of artificial neural network that is particularly effective in analyzing visual data. It is widely used in computer vision tasks such as image classification, object detection, and image segmentation. The structure of a CNN consists of several layers, including hidden layers and a fully connected layer, each