Arabic Alphabet Recognizer Convolutional Neural Network

This repository contains a classification model made by python for Arabic Alphabet Detection.

Dataset

• For classification dataset, I have installed a set of images from this Dataset.
• After that i perform data augmentation step.

Language And Libraries

• Python - TensorFlow - Keras - OpenCV.

Architecture

This model is built using 7 layers.

The model uses the following optimization algorithm:

• Adam ('adam') for training.

Statistiques

Accuracy

• The accuracy : 84% .
• The accuracy is not perfect but it is good.

Confusion Matrix

Model Testing

Input

Output

License

This repository is licensed under the MIT License.