Convolutional Neural Network (CNN)

Neural Networks

Neural network specialized for processing grid-like data (images)

What is Convolutional Neural Network (CNN)?

CNNs use convolutional layers that scan images with filters to detect features like edges, textures, and patterns. Excellent for computer vision tasks.

Real-World Examples

•Face recognition
•Object detection in images
•Medical image analysis
•Self-driving car vision

When to Use This

For any computer vision task or spatial data processing

Related Terms

Learn more about concepts related to Convolutional Neural Network (CNN)

Deep Learning

ML using multi-layered neural networks

Computer Vision

Teaching computers to understand images and videos

Pooling Layer

Downsampling layer in CNNs

Convolution

Sliding window operation in CNNs