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VisualizationsDeep Learning for Images

Kernel Size

A 3×3 window on an 11×11 grid. 3×3 is the most common kernel (filter) size: the smallest square with a middle pixel and pixels on every side.

3×3 is the near-universal default. It is the smallest window that still has a centre and a direction — 2×2 has no middle, and 1×1 sees no neighbours at all.

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