Indian Truck Detection Overfitting

[Akansha-Mulchandani]

Pull Request for DL-Simplified 💡

Issue Title : Indian Truck Detection

• Info about the related issue (Aim of the project) : Finetuning the existing model and introducing newmodels for indian truck detection
• Name: Akansha Mulchandani
• GitHub ID: Akansha-Mulchandani
• Email ID: akanshamulchandani429@gmail.com
• Idenitfy yourself: (Mention in which program you are contributing in. Eg. For a JWOC 2022 participant it's, JWOC Participant) GSSOC'24

Closes: #issue number that will be closed through this PR 275

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

Give a clear description of what have you added or modifications made -->Finetuned the existing model and added Xception & ResNet 50 model to detect IndianTrucks

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)
• [x] 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 -->the finetuned models now stand at 98.60 % -->Xception model accuracy is 90.7% -->ResNet50 model accuracy is 98.60%

Checklist: ☑️

• [x] My code follows the guidelines of this project.
• [x] I have performed a self-review of my own code.
• [ ] 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.
• [ ] 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[bot]]

Our team will soon review your PR. Thanks @Akansha-Mulchandani :)

[Akansha-Mulchandani]

Updated

On Tue, 11 Jun 2024 at 11:13, Abhishek Sharma @.***> wrote:

Assigned #775 https://github.com/abhisheks008/DL-Simplified/pull/775 to @Akansha-Mulchandani https://github.com/Akansha-Mulchandani.

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