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Convolution

Neural Networks

Sliding window operation in CNNs

What is Convolution?

Applies filter/kernel across image to detect features. Core operation in CNNs.

Real-World Examples

  • •Edge detection filters
  • •3x3 convolution kernels
  • •Feature extraction

When to Use This

Fundamental operation in convolutional neural networks

Related Terms

Learn more about concepts related to Convolution

Convolutional Neural Network (CNN)

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