Micromobility Lane Recognition

[Basma2423]

Pull Request for DL-Simplified 💡

Issue Title : Micromobility Lane Recognition

• Info about the related issue (Aim of the project): Recognizing different labels for images of different lanes for micro-mobility
• Name: Basma Mahmoud
• GitHub ID: Basma2423
• Email ID: [email protected]
• Idenitfy yourself: GSSoC 2024 Participant

Closes: #506

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

I added the models, some EDA and Data Analysis visualizations, the organized dataset in a new CSV file, and the required README.md files.

Type of change ☑️

• I worked on the Micromobility Lane Recognition Kaggle Dataset using DL Approaches like ResNet50, and CNN and tried -for illustration- an ML approach to represent the power of DL in the Computer Vision field.

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? ⚙️

I provided the set of requirements as the needed libraries for that project.
I also tried on Jupyter Notebook after using it on Kaggle Notebook

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 @Basma2423 :)

[abhisheks008]

Looks good to me. Approved @Basma2423

[Basma2423]

@abhisheks008 Thank you for approving my contribution! I'm excited and ready to continue contributing to other projects.