mz-tahmeed / bank-note-authentication-with-docker

It's a ML project implemented with Docker

Bank Note Authentication with Docker(Overview)

Website UI

• Created a tool using Random Forest that recognize bank notes from a kaggle dataset with 99% accuracy.

• Optimized Random Forest to build the best model.

• Built a client facing UI using Streamlit.

• Built a client facing API using flask.

• Uploaded this project on Cloud using Heroku.

Requirments:

1. Python

2. Flask

3. Numpy

4. Scikit-learn

5. Matplotlib

6. Pandas

7. Flasgger

8. Streamlit

Also to run this system dowload all on the requirements.txt Wuth r-install requirements.txt command

Sources

Dataset Link: https://www.kaggle.com/ritesaluja/bank-note-authentication-uci-data

Project Overview: https://www.youtube.com/user/krishnaik06