User Classification and Image Classification API

Python,Flask deployed on GCP

1. Clone the repository:

git clone https://github.com/your-username/solo-traveller-api.git

2. Navigate to the project directory:

cd solo-traveller-api

Installation

3. Create a virtual environment:

   python3 -m venv env

4. Activate the virtual environment:

   source env/bin/activate  # Linux/macOS
   env\Scripts\activate  # Windows

5. Install dependencies:

   pip install -r requirements.txt

6. Set up environment variables:

   • Create a .env file in the project root directory.

   • Add the following environment variables:

      CONNECTION_STRING=
      PASSWORD=
      USERNAME=
      TF_ENABLE_ONEDNN_OPTS=
      PORT=
      DEBUG=
     
     

7. Run the application:

   python app.py

Usage

The API provides the following endpoints:

• /: save user informations.
• /upload: image classification for upload image and get the recommneted categories and stores.
• /predict: predict the user category and return the predicted stores and recomendations.

Contributing

Contributions are welcome! Please submit a pull request with your changes.

License

This project is licensed under the MIT License. See the LICENSE file for details.

Thank you