Skip to content

Classifying clothing images into 10 different fashion categories using neural network

Notifications You must be signed in to change notification settings

Rubaida001/Fashion-MNIST-Clothing-Image-Classification

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

3 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

AI-Coursework-1

Classifying clothing images into 10 different fashion categories using neural network. For this purpose, I am using Fashion MNIST dataset from keras dataset. It contains 60,000 images for training and 10,000 images for testing. Each image is 28x28 grayscale, associated with a label from 10 fashion categories. This project has adopted simple two layers network with different techniques to reduce the chance of overfitting (e.g. weight regularization, dropout etc).

About

Classifying clothing images into 10 different fashion categories using neural network

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published