abhisheks008 / DL-Simplified

Deep Learning Simplified is an Open-source repository, containing beginner to advance level deep learning projects for the contributors, who are willing to start their journey in Deep Learning. Devfolio URL, https://devfolio.co/projects/deep-learning-simplified-f013

https://quine.sh/repo/abhisheks008-DL-Simplified-499023976

MIT License

316 stars 290 forks source link

Micromobility lane recognition #821

Closed Basma2423 closed 2 days ago

Basma2423 commented 3 days ago

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: mayarbasma2423@gmail.com
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)
[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? ⚙️

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: ☑️

[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.
[x] 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] commented 3 days ago

Our team will soon review your PR. Thanks @Basma2423 :)

Basma2423 commented 2 days ago

@abhisheks008 I'm sorry that was by accident I'm gonna fork the original repo and add my changes now.