Image Model Blocks

Two-Way Dense Layer

Introduced by Wang et al. in Pelee: A Real-Time Object Detection System on Mobile Devices

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.

Source: Pelee: A Real-Time Object Detection System on Mobile Devices

Papers


Paper Code Results Date Stars

Tasks


Categories