Skip to content

Latest commit

 

History

History
23 lines (16 loc) · 833 Bytes

README.md

File metadata and controls

23 lines (16 loc) · 833 Bytes

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!)