Meaning of Convolutional Neural Networks (CNNs)

Simple definition

Convolutional Neural Networks (CNNs) are a type of neural network designed to process and recognize visual data, such as images and videos, by using layers of convolutions to capture spatial hierarchies.

How to use Convolutional Neural Networks (CNNs) in a professional context

CNNs are widely used in computer vision tasks like object detection, image classification, and facial recognition.

Concrete example of Convolutional Neural Networks (CNNs)

A CNN can be used to detect cancerous cells in medical imaging by analyzing images of tissue samples.