Durum Wheat Classification using DL

[the-silent-geek]

Pull Request for DL-Simplified 💡

Issue Title : Durum Wheat Classification using DL

• Info about the related issue (Aim of the project) : To create deep learning models for wheat and foreign matters classification.
• Name: Dammala Uday Kiran
• GitHub ID: the-silent-geek
• Email ID: udaykir3911@gmail.com
• Idenitfy yourself: (Mention in which program you are contributing in. Eg. For a JWOC 2022 participant it's, JWOC Participant) : contributor SWOC 24

Closes: #246

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

Added dataset, accuracy plots, data augmentation and 4 models for classification.

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]

Approved under SWOC S4 @the-silent-geek