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Arabic Symbol Images Classification

This is a baseline of training the Model for Image Classification. There are the Image preprocessing with resizing images (bc images in Dataset have different sizes), Making TF.Dataset and Fitting all this to model.

Most used lib: Tensorflow, Keras

Also used: Numpy, Sklearn

Links

starter-baseline on Kaggle: https://www.kaggle.com/code/yannchikk/image-classification-tensorflow-starter-code

another baselines on Kaggle: https://www.kaggle.com/code/yannchikk/image-classfication-with-efficentnet

Dataset: https://www.kaggle.com/competitions/arabic-letters-classification

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Classificate the images with Arabic Symbols by using the sigle and Finetuned model

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