What are TensorFlow's APIs for handling image and text data?
The question is about TensorFlow .
TensorFlow has specialised APIs for images and text. For images, use tf.image for resizing, cropping, flipping, and adjusting images, or tf.keras.preprocessing.image to load and augment image data. For text, TensorFlow provides tf.keras.preprocessing.text and tf.data.TextLineDataset for text preprocessing and converting words into numbers. TensorFlow Text is an additional package for advanced tokenisation and text analytics, well suited to NLP tasks. These APIs make handling and processing image or text data simple and efficient in machine learning projects.
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