https://github.com/rogendo/machine-learning-models

https://github.com/rogendo/machine-learning-models

Last synced: 3 months ago
JSON representation

• Host: GitHub
• URL: https://github.com/rogendo/machine-learning-models
• Owner: Rogendo
• Created: 2023-01-13T07:20:47.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2023-02-03T13:21:28.000Z (over 2 years ago)
• Last Synced: 2025-01-08T23:44:12.503Z (5 months ago)
• Language: Jupyter Notebook
• Size: 26.4 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# Fashion-Mnist-classsification 

This repository contains fashion mnist notebook. It classifies the types of clothing into 10 classes. 

These classes are: 

    'T-shirt/Top',

    'Trouser',

    'Pullover',

    'Dress',

    'Coat',

    'Sandal',

    'Shirt',

    'Sneaker',

    'Bag',

    'Ankle boot'

    

    ![loading dataset](https://user-images.githubusercontent.com/62094358/212269915-88a03f11-cce1-4d09-bb6f-6bc1fdb642fd.png)

![data visualization](https://user-images.githubusercontent.com/62094358/212269954-b95e4e19-7cbc-4f90-8ddd-5fe4ff70400f.png)

![data preprocessing](https://user-images.githubusercontent.com/62094358/212270281-2797cc01-788c-4e6e-a634-fd269600a393.png)

![data visualization2](https://user-images.githubusercontent.com/62094358/212270359-cba079a1-0b13-4dd8-92eb-1f80fe3c68e8.png)

![building the model](https://user-images.githubusercontent.com/62094358/212270453-e02eb2b7-9a38-45a0-80c2-22dfbbe58e85.png)