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: [email protected]
• 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)
• 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: ☑️

• 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 @Akansha-Mulchandani :)

[abhisheks008]

Update the README file as well with the new implementations made by you @Akansha-Mulchandani

[Akansha-Mulchandani]

Updated

…

On Tue, 11 Jun 2024 at 11:13, Abhishek Sharma ***@***.***> wrote: Assigned #775 <#775> to @Akansha-Mulchandani <https://github.com/Akansha-Mulchandani>. — Reply to this email directly, view it on GitHub <#775 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/A5RWN3GURL3SDGBPADU4A2LZG2FAZAVCNFSM6AAAAABJCB5D3OVHI2DSMVQWIX3LMV45UABCJFZXG5LFIV3GK3TUJZXXI2LGNFRWC5DJN5XDWMJTGEYTAOJZGIYTGMY> . You are receiving this because you were assigned.Message ID: ***@***.***>

[Akansha-Mulchandani]

I had updated the pull request a while ago, is there an issue with that ?because I don’t see it merged On Fri, 14 Jun 2024 at 3:50 PM, akansha mulchandani < ***@***.***> wrote:

…

Updated On Tue, 11 Jun 2024 at 11:13, Abhishek Sharma ***@***.***> wrote: > Assigned #775 <#775> > to @Akansha-Mulchandani <https://github.com/Akansha-Mulchandani>. > > — > Reply to this email directly, view it on GitHub > <#775 (comment)>, > or unsubscribe > <https://github.com/notifications/unsubscribe-auth/A5RWN3GURL3SDGBPADU4A2LZG2FAZAVCNFSM6AAAAABJCB5D3OVHI2DSMVQWIX3LMV45UABCJFZXG5LFIV3GK3TUJZXXI2LGNFRWC5DJN5XDWMJTGEYTAOJZGIYTGMY> > . > You are receiving this because you were assigned.Message ID: > ***@***.***> >

[abhisheks008]

Approved @Akansha-Mulchandani. Looks good to me!