AI Model Compression Web Application

This is a web application designed for the compression of AI models, allowing users to upload AI models, select compression techniques, evaluate using different metrics, and download the compressed model.

Prerequisites

Before you begin, ensure you have met the following requirements:

• Python 3.8 or higher
• pip (Python package installer)
• Virtualenv (optional but recommended for package management)

Installation

Follow these steps to get your development env running:

Clone the repository

git clone https://github.com/lakazistaa/compression_project.git
cd compression_project

Set up a Python virtual environment (Optional but recommended)

For Linux:

python3 -m venv venv
source venv/bin/activate

For Windows:

python -m venv venv
.\venv\Scripts\activate

Install dependencies

pip install -r requirements.txt

Running the application

Apply migrations

python manage.py migrate

Create a superuser

python manage.py createsuperuser

Start the server

For Linux:

python manage.py runserver

For Windows:

python manage.py runserver

Visit http://localhost:8000 in your web browser to see the application running.

Contributing

Contributions are what make the open-source community such an amazing place to learn, inspire, and create. Any contributions you make are greatly appreciated.

License

Distributed under the MIT License. See LICENSE for more information.

Contact

Project Link: https://github.com/lakazistaa/compression_project.git