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Four classification methods on the Fashion-MNIST : BoW , HoG , MLP , CNN.

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CVwork-FashionMnist

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Introduction

Four classification methods on the Fashion-MNIST : BoW , HoG , MLP , CNN.

Dependency

ubuntu 16.04
python 3.6
tensorflow-gpu 1.5
keras 2.2.4
opencv-contrib-python 3.4.2.17

Data

Download the dataset from (Fashion-MNIST) After download is finished, don't unzip the zip file, directly put them under Fashion-MNIST/data.

Train

python *_train.py
python *_test.py

* is the method name

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Four classification methods on the Fashion-MNIST : BoW , HoG , MLP , CNN.

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