zubairsamo / fashion-mnist-using-cnn

Fashion_Mnist Image Classification Using Convolutional Neural Networks

Fashion-Mnist-Using-CNN

Fashion_Mnist Image Classification Using Convolutional Neural Networks

Fashion-MNIST

In this notebook, we build a simple convoluation neural network using tensorflow to classify Fashion-MNIST dataset which is a dataset of Zalando's article images. Fashion-MNIST serves as a direct drop-in replacement for the original MNIST dataset for benchmarking machine learning algorithms

The training set consists of 60k examples and test set consists of 10k examples. Each example is a 28x28 grayscale image, associated with a label from 10 classes as mentioned below.

0 T-shirt/top
1 Trouser
2 Pullover
3 Dress
4 Coat
5 Sandal
6 Shirt
7 Sneaker
8 Bag
9 Ankle boot

Run Locally

Requirements

Type below command in cmd to get up and running with the dependencies of the file.

git clone https://github.com/zubairsamo/Fashion-Mnist-Using-CNN.git

Usage

python Fashion-Mnist-Using-CNN.py

Author

You can get in touch with me on my LinkedIn Profile:

Zubair Samo

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