Skip to content

Classifying Fashion Clothing items using Tensorflow.js in a Web Browser

License

Notifications You must be signed in to change notification settings

tejasvi541/Fashion-Classifier

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

12 Commits
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Fashion-Classifier

  • Classifying Fashion Clothing items using Tensorflow.js

    • Have to add external Scripts into HTML for TSJS to work.

    • Data is used in the form of sprite sheets to have less computation load.

  • The Data is fashion MNIST

  • HTML/CSS used is Minimal just to work this out

Play Around with it ---

Netifly Webapp Link

  • First Wait for sometime till the model trains.

  • When the model get trained the square in the left will get filled with black, then draw some clothing items to classify.

  • Following classes can be classified :

    0: T-shirt/top

    1: Trouser

    2: Pullover

    3: Dress

    4: Coat

    5: Sandal

    6: Shirt

    7: Sneaker

    8: Bag

    9: Ankle boot

Netlify Status

About

Classifying Fashion Clothing items using Tensorflow.js in a Web Browser

Topics

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published