Home

Awesome

MobileNet-MXNet

Introduction

This is a MXNet implementation of Google's MobileNets. For details, please read the original paper:

Pretrained Models on ImageNet

A pretrained MobileNet model on ImageNet is provided and you can use score.py to reproduce the accuracy in ImageNet 2012 val dataset.

The top-1/5 accuracy rates by using single center crop (crop size: 224x224, image size: 256xN):

NetworkTop-1Top-5model size
MobileNet71.2490.1516.6MB
MobileNet-V271.6290.2713.8MB

Notes