[Project Addition]: Fashion MNIST Dataset Image Classification using DL

[deedGhost]

Pull Request for DL-Simplified 💡

Issue Title : Fashion MNIST Dataset Image Classification using DL

• Info about the related issue (Aim of the project) : To classify clothing items into different classes using the model trained on Fashion MNIST dataset.
• Name: Anjali
• GitHub ID: https://github.com/deedGhost
• Email ID: anjali17356@gmail.com
• Idenitfy yourself: (Mention in which program you are contributing in. Eg. For a JWOC 2022 participant it's, JWOC Participant) GSSOC-2024 Contributor

Closes: #573

Describe the add-ons or changes you've made 📃

I have developed a CNN based model that uses early stopping technique and adam optimizer. I have also developed a basic web app using Gradio Python library.

Type of change ☑️

What sort of change have you made:

• [ ] Bug fix (non-breaking change which fixes an issue)
• [x] New feature (non-breaking change which adds functionality)
• [ ] Code style update (formatting, local variables)
• [ ] Breaking change (fix or feature that would cause existing functionality to not work as expected)
• [ ] This change requires a documentation update

How Has This Been Tested? ⚙️

Describe how it has been tested Describe how have you verified the changes made

Checklist: ☑️

• [x] My code follows the guidelines of this project.
• [x] I have performed a self-review of my own code.
• [x] I have commented my code, particularly wherever it was hard to understand.
• [x] I have made corresponding changes to the documentation.
• [x] My changes generate no new warnings.
• [x] I have added things that prove my fix is effective or that my feature works.
• [x] Any dependent changes have been merged and published in downstream modules.

[github-actions[bot]]

Our team will soon review your PR. Thanks @deedGhost :)

[deedGhost]

@abhisheks008 please review this for any changes required.

[abhisheks008]

Need to implement at least 3 models for a project and conclude the best fitted model depending on the accuracy score. With the best fitted model you can create the web app.

@deedGhost