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A desktop GUI application that enables the training, testing, evaluation of a custom trained Image Classifier using State-of-Art pre-trained CNN models.

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KhalidAlnujaidi/ConvNet-Runner

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2023_01_19_Khalid_Alnujaidi_tensorflow_thnx

ConvNet-Runner

thumbnail_covnetrunner

A desktop GUI application that enables the training, testing, evaluation of a custom trained Image Classifier using State-of-Art pre-trained CNN models.

Train and test a custom image classifier with only a few button clicks.

Demo : https://youtu.be/moriDlpUWUU

Instalation & use tutorial: https://youtu.be/_8V9j0sGSDQ

Code explanation and walkthough: https://youtu.be/neviJTiJbWQ

All the CNN models and operations are downloaded form TensorFlow hub: https://tfhub.dev/

To do:

  • Compress into an exicutable standalone program
  • Include a section within the window that shows the output of the terminal
  • Reformat the output of the confusion matrix to include class names and consider performance in percentages rather than numbers

This project is based on the development of an older project CNN-Experiment-Runner: https://github.com/KhalidAlnujaidi/CNN-Experiment-Runner

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A desktop GUI application that enables the training, testing, evaluation of a custom trained Image Classifier using State-of-Art pre-trained CNN models.

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