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!
![](https://private-user-images.githubusercontent.com/32107652/285350354-4925650b-9ee5-4b55-ab7c-415b772762c1.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.7zaAlsJSbXpek5ic11Dc3OIqCNywglVLleNSElRcNUo)
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