Create data_preprocessing.py #280
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This commit adds the data_preprocessing.py script to the src directory. The data_preprocessing.py script contains a function preprocess_data that preprocesses the dataset for training and validation. The function utilizes ImageDataGenerator from TensorFlow Keras to perform data augmentation and rescaling. It takes the path to the dataset directory, batch size, and target image size as input and returns preprocessed training and validation datasets along with a list of class labels.
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Thank you for submitting your pull request! 🙌 We'll review it as soon as possible. In the meantime, please ensure that your changes align with our CONTRIBUTING.md. If there are any specific instructions or feedback regarding your PR, we'll provide them here. Thanks again for your contribution! 😊 |
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This commit adds the data_preprocessing.py script to the src directory. The data_preprocessing.py script contains a function preprocess_data that preprocesses the dataset for training and validation. The function utilizes ImageDataGenerator from TensorFlow Keras to perform data augmentation and rescaling. It takes the path to the dataset directory, batch size, and target image size as input and returns preprocessed training and validation datasets along with a list of class labels.