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Why does the number of channels in the PointNet increase as we go deeper?

Artificial Intelligence Asked by user3180 on August 24, 2021

For example, in PointNet, you see the 1D convolutions with the following channels 64 -> 128 -> 1024. Why not e.g. 64 -> 1024 -> 1024 or 1024 -> 1024 -> 1024?

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