Classification of Penguins using a Quantum Support Vector Machine

⬅️ It also works on mobile devices

In this project I have created a Quantum Machine Learning Model that can classify the species of Palmer Penguins on the basis of their features present in this dataset.

Here are the Palmer Penguins!

How to run the project locally 🚀

After cloning the repository to your local system, create a virtual environment, and activate it.

pip install virtualenv 
virtualenv env

On Windows, powershell

.\env\Scripts\activate.ps1

On Mac/Linux

source ./env/bin/activate

Then install the required packages using the specified requirements.txt file

pip install -r requirements.txt

To launch the server and run the project,

streamlit run streamlit_app.py

For running the backend with FastAPI

uvicorn fast_api:app --reload

Demo Input from penguins.csv💻

Prediction 🔥