Track Fault Detection using DL

[the-silent-geek]

Pull Request for DL-Simplified 💡

Issue Title : Railway track fault detection

• Info about the related issue (Aim of the project) : To create deep learning models for railway track fault detection.
• Name: Dammala Uday Kiran
• GitHub ID: the-silent-geek
• Email ID: [email protected]
• Idenitfy yourself: (Mention in which program you are contributing in. Eg. For a JWOC 2022 participant it's, JWOC Participant) : contributor SWOC 24

Closes: #224

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

Added dataset, accuracy plots, and 5 models for fault detection.

Type of change ☑️

What sort of change have you made:

• Bug fix (non-breaking change which fixes an issue)
• 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: ☑️

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

[github-actions]

Our team will soon review your PR. Thanks @the-silent-geek :)

[abhisheks008]

Hi @the-silent-geek create a fresh PR for this project and also update the project folder name as it is clashing with the previous project which is already present in the same name.

You can name it as, Track Fault Detection using DL. I am also updating the issue name and PR name.