Bangkit-2023-Capstone-CH2-PS307/ML-API

ML-API

Tools

• Google Cloud Platform
• Flask
• Postman

Library

• Tensorflow
• Flask-RESTful
• Gunicorn
• Numpy
• Pillow
• Pandas
• Scikit-learn
• Firebase-admin

Installation

1. Clone repository

git clone https://github.com/Bangkit-2023-Capstone-CH2-PS307/ML-API.git

2. Install dependencies

pip install -r requirements.txt

3. Build and run the project

flask run

Navigate to http://127.0.0.1:5000

Model Machine Learning

For machine learning models we use models with h5 and pkl formats. The h5 model is loaded using the Tensorflow module and the pkl model is loaded using the Python Pickle built-in module.

• Tensorflow
• Pickle

API Documentation

We published our API documentation from Postman, you can view it here & here