How do I normalize images using TensorFlow?
An example of an AI chatbot conversation about image normalization in TensorFlow.
How do I normalize images using TensorFlow?
You can normalize images in TensorFlow by using the tf.image.per_image_standardization function or by manually scaling pixel values.
What does image normalization do?
Image normalization adjusts the pixel values to a common scale, improving model training and performance.
Can you show me a code example?
Sure! Here's a simple example:
import tensorflow as tf
image = tf.io.read_file('image.jpg')
image = tf.image.decode_jpeg(image, channels=3)
normalized_image = tf.image.per_image_standardization(image)
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