ConvolutionConvolution

Convolution — a filter slid across an input

Sliding a small grid of weights across an image (or sequence) and taking a dot product at each position, so the same pattern detector is reused everywhere.

Networks built from convolutions dominated computer vision before the Vision Transformer (section 25.1).

Where the course uses it

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