[Project Addition]:Traffic Sign Recognition

[aaradhyasinghgaur]

Pull Request for DL-Simplified 💡

Issue Title : Traffic Sign Recognition

• Info about the related issue (Aim of the project) : To detect Traffic signs using DL models
• Name: Aaradhya Singh
• GitHub ID: https://github.com/kyra-09
• Email ID: aaradhyasinghgaur@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: #597

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

1.) Used Transfer learning and trained and analysed models such as VGG16 , ResNet50 etc. for the specified dataset. 2.) used data_augmentation techniques to increase accuracy and the performance of models. 3.)Perfromed EDA to understand dataset. 4.) compared accuracy scores of models using accuarcy score and graph visualization.

Give a clear description of what have you added or modifications made

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.
• [ ] 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 @kyra-09 :)

[aaradhyasinghgaur]

@abhisheks008 kindly review my pr

[abhisheks008]

All the three models are having indentation errors in README.

[aaradhyasinghgaur]

Requested changes are done @abhisheks008