THL-Leo/Moodify

Moodify

Moodify is a project developed for LA Hacks 2024 that aims to enhance the user experience by providing a personalized soundtrack for their memories. By leveraging the Spotify API for authentication and song data, and the Google Gemini Pro Vision API for identifying semantics, Moodify offers a unique way for users to connect with their favorite songs through their photos.

Features

• Personalized Soundtrack: Moodify matches the user's photo input with songs from their Mixes, providing a personalized soundtrack for their memories.
• Authentication: Users can securely authenticate their Spotify account to access their favorite songs.
• Semantics Identification: The Google Gemini Pro Vision API is used to identify semantics in the user's photos, enhancing the matching process.

Technologies Used

• Reflex Web Framework: Used for developing the web application, providing a smooth and interactive user interface.
• Spotify API: Used for authentication and accessing the user's favorite songs.
• Google Gemini Pro Vision API: Used for identifying semantics in the user's photos.

Team Members

• Leo Lee
• Daphne Cheng
• Ryan Da
• Yoshi Nakachi

How to Install

To install and run Moodify, follow these steps:

1. Set up a Python virtual environment using venv:

python3 -m venv myenv
source myenv/bin/activate

2. Clone the Moodify repository:

git clone https://github.com/your-username/moodify.git
cd LAHacks

3. Install the required Python packages:

pip install -r requirements.txt

4. Start the server using Reflex:

reflex run

How to Use

To use Moodify, follow these steps:

1. Sign in with your Spotify account to access your favorite songs.
2. Upload a photo that represents a memory or moment.
3. Moodify will match the photo with a song from your favorite list, creating a personalized soundtrack for your memory.

Future Enhancements

• Training Gemini and expanding the semantics pool for better matching accuracy.
• Adding social sharing features to allow users to share their personalized soundtracks with friends.
• Make a standalone social media app using cross platform languages such as Flutter or React Native

Feedback

We welcome any feedback or suggestions for improving Moodify. Feel free to reach out to us with your thoughts!