Dog breed identification with gluon

Introduction

Dog Breed Identification is a kaggle playground prediction competition for determining the breed of a dog in an image.

Just use the fining-tuning models for features extraction, then build a very sample full-connections layer to classify. It get the the 69th (top5)

Model Diagram

Install

Clone this repository git clone git@github.com:classtag/dlnd_dog_breed_identification.git

Create conda envoriment

Please prepare your annacoda envoriment by Google.

conda create -n dlnd_dog_breed_identification python=3

Install packages

pip install -U --pre mxnet-cu80
pip install -U --pre jupyter

Open this repository files with your jupyter.