PR for Hair classifier model

[KrishnaChaitanya16]

Pull Request for DL-Simplified 💡

Issue Title : Hair Type Classification using Deep Learning v1

• Info about the related issue (Aim of the project) : Implementing an ensemble of three deep learning models: ResNet50, Convnext, and VGG16 For Hair classification .
• Name: Krishna Chaitanya
• GitHub ID: KrishnaChaitanya16
• Email ID: 16krish2005@gmail.com
• Idenitfy yourself: WOC 2025

Closes: #932

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

I have trained three models: ResNet50, VGG16, and ConvNext-Tiny, and achieved good accuracy scores in hair classification. I have also included a small demo where it captures your live webcam and predicts your hair type.

Type of change ☑️

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? ⚙️

This has been tested with live web cam prediction, and also many pictures apart from training data , also include accuracy scores in readme file.

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 @KrishnaChaitanya16 :)

[abhisheks008]

Please follow the project structure and put your files as per the project structure of this repository.

Project structure to be followed:

Project Folder
|- Dataset
   |- dataset.csv (dataset used for the particula project)
   |- README.md (brief about the dataset)
|- Images
   |- img1.png
   |- img2.png
   |- img3.png
|- Model
   |- project_folder.ipynb
   |- README.md
|- requirements.txt

@KrishnaChaitanya16

[KrishnaChaitanya16]

@abhisheks008 I am facing difficulty in pushing the dataset , but github is not allowing it due to size of the dataset , i tried using git LFS still it isn't working. Any advice?

[KrishnaChaitanya16]

@abhisheks008 I have changed the file structure as required , can you a look at it ?