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  • Language
    Python
  • Created over 5 years ago
  • Updated over 5 years ago

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Repository Details

A MXNet Implementation for Drop an Octave

OctaveConv

A MXNet Implementation for Drop an Octave

This repository contains a MXNet implementation of the paper Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution.

Model Top1
ResNet-v1-50 76.05
OctResNet-v1-50 77.47
OctResNet-v1-50-cosine 78.04

example

OctResNet-v1-50-cosine model used alpha = 0.25 in the table 2 of the paper.

To Do List

  • support mobilenet v1/v2

Acknowledgment

This repo is based on DPN.

UPDATE

Here is the official implementation: https://github.com/facebookresearch/OctConv (Highly Recommend!)