simple machine learning image classifier GUI app for beginners
In this repository you will find how to create a beautiful GUI application that can classify images of animals and vehicles!
The starterFiles directory refers to the files required to follow my video tutorial.
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/
- 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
- Neural Pattern from: freepik.com
- Brain Icon from: flaticon.com