Machine Learning GUI App

simple machine learning image classifier GUI app for beginners

Introduction

In this repository you will find how to create a beautiful GUI application that can classify images of animals and vehicles!

Starter Files

The starterFiles directory refers to the files required to follow my video tutorial.

Finished Project

Includes the complete application, along with 2 jupyter notebooks with plenty of information to help you customize your own image classifying neural networks.
The complete app is also live and running on Taipy's cloud: https://classifier.taipy.cloud/

Requirements

The interface of the app was designed with Taipy GUI: https://github.com/Avaiga/taipy
The neural network used in the app was designed with Tensorflow: https://github.com/tensorflow
The user provided images were loaded with Pillow: https://github.com/python-pillow/Pillow
And Numpy was used to normalize those images: https://github.com/numpy/numpy

Screenshot

Credits

Neural Pattern from: freepik.com
Brain Icon from: flaticon.com