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Added Emotion Based Music Player Project #911

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Pull Request for DL-Simplified 💡

Issue Title : Emotion Based Music Player

  • Info about the related issue (Aim of the project): The emotion-based music player successfully integrates deep learning and computer vision techniques to create a personalized, emotion-driven music experience. The system can detect the user's emotional state in real time by leveraging facial expression and hand gesture recognition through Mediapipe, combined with a pre-trained deep learning model. This allows for dynamic music recommendations that adapt to the user's mood, enhancing the listening experience.

  • Name: Nadipudi Shanmukhi satya

  • GitHub ID: https://github.com/shanmukhi-developer

  • Email ID: [email protected]

  • **Identify yourself: I'm contributing to GSSoC'24-Extd

Closes: #903

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

I have added a project called "Emotion Based Music Player" to the repository which is based on Deep Learning Models.

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

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.

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Our team will soon review your PR. Thanks @shanmukhi-developer :)

@shanmukhi-developer
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shanmukhi-developer commented Oct 18, 2024

@abhisheks008 can you please review my pr and assign me this with gssoc-extd please

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@abhisheks008 abhisheks008 left a comment

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  1. Please update the project structure,
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
|- Web App
   |- templates
   |- static
   |- app.py
   |- demo.mp4
   |- README.md
|- requirements.txt
  1. Model/README.md template: https://github.com/abhisheks008/DL-Simplified/blob/main/.github/readme_template.md
  2. Web App/README.md template: https://github.com/abhisheks008/DL-Simplified/blob/main/.github/web-app_readme_template.md

@shanmukhi-developer
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@abhisheks008 I have done the changes please review the pr

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@abhisheks008 abhisheks008 left a comment

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I am not able to find out the ipynb file for the models implemented. Also creating only one model with such a low accuracy will not work, you need to hit at least an accuracy of 90%.

Sharing an existing project folder, which will help you to figure out the file orientation, https://github.com/abhisheks008/DL-Simplified/tree/main/Brain%20Tumor%20Detection

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Emotion Based Music Player using Deep Learning
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