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VisualizationsDeep Learning for Images

Inception Module

Click through a distant bird, a face, and a whole building. Each suits a different filter size, so an Inception module runs several sizes side by side.

1×1
3×3
5×5
a distant bird
wants a 1×1 filter

Objects come at every scale, and one layer has to pick one kernel size. Inception asked: why choose?

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