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@Jaga-Mental-Dev

Jaga Mental Dev

Welcome to the Jaga Mental GitHub Organization, part of the Bangkit Academy 2024 Capstone Project.

📱 JAGA MENTAL App

About the Project

Mental health issues among Gen Z in Indonesia have been on the rise, with limited access to services tailored to their needs. Our team identified this gap and developed an innovative solution combining machine learning, mobile development, and cloud computing to empower users in managing their mental health. By leveraging technology, we aim to help users independently understand their mood patterns and improve their overall well-being.


🧑‍💻 Project Repositories

Team Project Name Repository Link
Cloud Computing Jaga Mental Backend Cloud Computing Repo
Mobile Development Jaga Mental Mobile Mobile Development Repo
Machine Learning Text Emotion Model Machine Learning Repo
Machine Learning Face Expression Recognition Model Machine Learning Repo

🧩 Project Highlights

🚀 How We Got Here

Our team engaged in discussions and conducted initial research to explore how technology can address mental health challenges. With our diverse expertise, we envisioned an application that leverages machine learning for emotion recognition and personalized recommendations, making mental health care more accessible and relevant to Gen Z users.

🛠️ Scope

  • Mood Analysis with Machine Learning

    • Emotion recognition using selfie photos and text analysis.
    • Identification of trigger factors influencing mental states through journal analysis.
  • Features for Users

    • Emotion Detection: Analyzes emotions through facial detection in selfies.
    • Mood Journaling: Stores and processes user journals for mood tracking and recommendations.
    • Personalized Recommendations: Suggests activities and tips based on mood analysis.
    • Regular Notifications: Encourages users to fill out mood journals consistently.
    • Interactive Chatbot: Provides advice based on journal entries and detected emotions.
  • Secure Data Management

    • Journal data and analysis results are stored safely and can be reviewed in the journal history.

📦 Deliverables

  • A mobile application that allows users to:
    • Monitor daily moods and maintain mood journals.
    • Perform emotional analysis using facial recognition and text inputs.
    • Receive activity suggestions and mental health tips based on mood patterns.
    • Set reminders to record their moods regularly.
    • Access journal history with all stored data and insights.

🛠️ Technology Stack

  • Machine Learning: Emotion recognition models for selfies and text.
  • Mobile Development: Android application tailored for a seamless user experience.
  • Cloud Computing: Secure and scalable data storage and processing.

💡 How to Contribute

We welcome contributions to enhance the app! Here's how you can help:

  1. Fork the repository.
  2. Create a new branch for your feature or bug fix: git checkout -b feature-name.
  3. Commit your changes: git commit -m "Add feature-name".
  4. Push the branch: git push origin feature-name.
  5. Submit a pull request.

📩 Contact

For questions or feedback, please contact us at:


Join Us
Let's work together to create a positive impact on mental health for Generation Z!

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  1. jaga-mental-backend jaga-mental-backend Public

    This repository contains the backend API for Jaga Mental, a mental health application designed to help Gen Z in Indonesia track their moods through journaling. The API is built using Express.js and…

    JavaScript

  2. jaga-mental-mobile jaga-mental-mobile Public

    Kotlin

  3. face-expression-recognition face-expression-recognition Public

    Jupyter Notebook

  4. backend-python backend-python Public

    Python

  5. Text_Emotion_Model Text_Emotion_Model Public

    Jupyter Notebook

Repositories

Showing 6 of 6 repositories
  • Jaga-Mental-Dev/backend-python’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Dec 15, 2024
  • Jaga-Mental-Dev/face-expression-recognition’s past year of commit activity
    Jupyter Notebook 0 0 1 0 Updated Dec 15, 2024
  • .github Public
    Jaga-Mental-Dev/.github’s past year of commit activity
    0 0 0 0 Updated Dec 12, 2024
  • Jaga-Mental-Dev/jaga-mental-mobile’s past year of commit activity
    Kotlin 0 0 0 0 Updated Dec 11, 2024
  • jaga-mental-backend Public

    This repository contains the backend API for Jaga Mental, a mental health application designed to help Gen Z in Indonesia track their moods through journaling. The API is built using Express.js and integrates with several cloud services to provide a seamless and efficient user experience.

    Jaga-Mental-Dev/jaga-mental-backend’s past year of commit activity
    JavaScript 0 MIT 0 0 0 Updated Dec 6, 2024
  • Jaga-Mental-Dev/Text_Emotion_Model’s past year of commit activity
    Jupyter Notebook 0 0 2 0 Updated Nov 26, 2024

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