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What is: Two-Way Dense Layer?

SourcePelee: A Real-Time Object Detection System on Mobile Devices
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

Two-Way Dense Layer is an image model block used in the PeleeNet architectures. Motivated by GoogLeNet, the 2-way dense layer is used to get different scales of receptive fields. One way of the layer uses a 3x3 kernel size. The other way of the layer uses two stacked 3x3 convolution to learn visual patterns for large objects.